diff --git a/.coverage b/.coverage
new file mode 100644
index 00000000..ec88e52e
Binary files /dev/null and b/.coverage differ
diff --git a/.eslintrc b/.eslintrc
index 5a89f3e8..a45567c5 100644
--- a/.eslintrc
+++ b/.eslintrc
@@ -11,8 +11,7 @@
     ],
     "extends": [
         "eslint:recommended",
-        "plugin:@typescript-eslint/recommended",
-        "plugin:react-hooks/recommended"
+        "plugin:@typescript-eslint/recommended"
     ],
     "rules": {
         "eqeqeq": [
@@ -53,9 +52,6 @@
         ],
         "@typescript-eslint/no-non-null-assertion": "off",
         "@typescript-eslint/no-explicit-any": "off",
-        "react-hooks/rules-of-hooks": "error",
-        "react-hooks/exhaustive-deps": "error",
-        "react/prop-types": "off",
         "spellcheck/spell-checker": [
             "error",
             {
@@ -216,6 +212,7 @@
                     "Inservice",
                     "instanceof",
                     "interactable",
+                    "invoker",
                     "ipinsights",
                     "iss",
                     "iter",
@@ -250,6 +247,7 @@
                     "mlogloss",
                     "mlp",
                     "mls",
+                    "minify",
                     "mlspace",
                     "msd",
                     "mse",
@@ -260,6 +258,7 @@
                     "ndcg",
                     "nlists",
                     "ngrams",
+                    "nodejs",
                     "nms",
                     "nonpositive",
                     "nthread",
diff --git a/.github/workflows/code.deploy.demo.yml b/.github/workflows/code.deploy.demo.yml
index 2a580378..049d5d0e 100644
--- a/.github/workflows/code.deploy.demo.yml
+++ b/.github/workflows/code.deploy.demo.yml
@@ -54,6 +54,10 @@ jobs:
         working-directory: ./frontend
         run: |
           npm install
+      - name: Build frontend
+        working-directory: ./frontend
+        run: |
+          npm run build
       - name: Install CDK dependencies
         run: |
           npm install
diff --git a/.github/workflows/code.deploy.development.yml b/.github/workflows/code.deploy.development.yml
index 092b23c4..6e13ef8e 100644
--- a/.github/workflows/code.deploy.development.yml
+++ b/.github/workflows/code.deploy.development.yml
@@ -54,6 +54,10 @@ jobs:
         working-directory: ./frontend
         run: |
           npm install
+      - name: Build frontend
+        working-directory: ./frontend
+        run: |
+          npm run build
       - name: Install CDK dependencies
         run: |
           npm install
diff --git a/.github/workflows/code.test-and-lint.yml b/.github/workflows/code.test-and-lint.yml
index e2054045..c1c422f3 100644
--- a/.github/workflows/code.test-and-lint.yml
+++ b/.github/workflows/code.test-and-lint.yml
@@ -105,6 +105,10 @@ jobs:
     - name: Install dependencies
       run: |
         npm install
+    - name: Install Cypress dependencies
+      working-directory: ./cypress
+      run: |
+        npm install
     - name: Lint
       working-directory: ./cypress
       run: |
@@ -131,6 +135,10 @@ jobs:
       working-directory: ./
       run: |
         npm install
+    - name: Install dependencies Cypress
+      working-directory: ./cypress
+      run: |
+        npm install
     - uses: pre-commit/action@v3.0.1
   send_final_slack_notification:
     name: Send Final Slack Notification
diff --git a/.gitignore b/.gitignore
index fdb99b48..d4ea06fd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -16,6 +16,11 @@ npm-debug.log*
 .attach_pid*
 cdk.context.json
 .idea
+.cursor
+memory-bank
 
 # Cypress Tests
 cypress/cypress/screenshots/
+
+# Environment-specific config
+lib/config.json
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index c7d845bb..967d4eaf 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -24,11 +24,15 @@ repos:
     - id: flake8
       args: ["--count", "--select=E9,F63,F7,F82", "--show-source", "--statistics", "--max-line-length=127"]
 
-- repo: https://github.com/pre-commit/mirrors-eslint
-  rev: v8.56.0
+# Run package-local ESLint via scripts/precommit-eslint.sh: root (lib/), frontend/, cypress/.
+- repo: local
   hooks:
     - id: eslint
+      name: eslint
+      language: system
+      entry: scripts/precommit-eslint.sh
       files: \.[jt]sx?$  # *.js, *.jsx, *.ts and *.tsx
+      exclude: ^frontend/docs/
       types: [file]
 
 - repo: https://github.com/Lucas-C/pre-commit-hooks
diff --git a/backend/src/ml_space_lambda/auth/lambda_functions.py b/backend/src/ml_space_lambda/auth/lambda_functions.py
index 9df39950..2c6973ff 100644
--- a/backend/src/ml_space_lambda/auth/lambda_functions.py
+++ b/backend/src/ml_space_lambda/auth/lambda_functions.py
@@ -90,6 +90,7 @@ def _get_auth_config() -> Dict[str, str]:
         "token_encryption_key_secret_name": os.environ.get("AUTH_TOKEN_ENCRYPTION_KEY_SECRET_NAME", ""),
         "session_table_name": os.environ.get("AUTH_SESSION_TABLE_NAME", ""),
         "sync_domains": os.environ.get("AUTH_SYNC_DOMAINS", ""),
+        "ALLOW_LOCALHOST": os.environ.get("ALLOW_LOCALHOST", "false").lower() == "true",
     }
 
     # Validate IdP type first
@@ -112,6 +113,9 @@ def _get_auth_config() -> Dict[str, str]:
     if not config["session_table_name"]:
         raise Exception("AUTH_SESSION_TABLE_NAME environment variable is required")
 
+    if config["ALLOW_LOCALHOST"]:
+        logger.warning("ALLOW_LOCALHOST enabled; please disable for production deployments")
+
     return config
 
 
@@ -433,7 +437,7 @@ def _get_auth_path(event: Dict) -> str:
     return "/auth"
 
 
-def _validate_redirect_url(redirect_url: str, host_header: str) -> bool:
+def _validate_redirect_url(redirect_url: str, host_header: str, allow_localhost: bool = False) -> bool:
     """
     Validate that redirect URL is safe and belongs to the same origin.
 
@@ -447,6 +451,10 @@ def _validate_redirect_url(redirect_url: str, host_header: str) -> bool:
     if not redirect_url:
         return False
 
+    if allow_localhost:
+        if redirect_url == "http://localhost:3000" or redirect_url == "http://localhost:3000/Prod":
+            return True
+
     try:
         parsed = urlparse(redirect_url)
 
@@ -490,7 +498,7 @@ def login(event, context):
         host_header = event.get("headers", {}).get("Host") or event.get("headers", {}).get("host", "")
 
         # Validate redirect URL
-        if not _validate_redirect_url(redirect_url, host_header):
+        if not _validate_redirect_url(redirect_url, host_header, config["ALLOW_LOCALHOST"]):
             logger.warning(f"Invalid redirect URL: {redirect_url}")
             redirect_url = root_path
 
@@ -840,9 +848,19 @@ def callback(event, context):
         secure_flag = should_set_secure_flag(host_header)
         domain = extract_domain_from_host(host_header)
         root_path = _get_root_path(event)
+        same_site = "Strict"
+
+        # For localhost development: use None for cross-site requests
+        if config["ALLOW_LOCALHOST"]:
+            same_site = "None"  # Allows cross-site requests (localhost -> AWS)
 
         session_cookie = create_session_cookie(
-            session_id=session_id, max_age_seconds=int(expires_at), domain=domain, secure=secure_flag, path=root_path
+            session_id=session_id,
+            max_age_seconds=int(expires_at),
+            domain=domain,
+            secure=secure_flag,
+            path=root_path,
+            same_site=same_site,
         )
 
         # Clear state cookie
@@ -1222,9 +1240,19 @@ def _attempt_token_refresh(
         secure_flag = should_set_secure_flag(host_header)
         domain = extract_domain_from_host(host_header)
         root_path = _get_root_path(event)
+        same_site = "Strict"
+
+        # For localhost development: use None for cross-site requests
+        if config.get("ALLOW_LOCALHOST"):
+            same_site = "None"  # Allows cross-site requests (localhost -> AWS)
 
         new_session_cookie = create_session_cookie(
-            session_id=session_id, max_age_seconds=int(access_expires), domain=domain, secure=secure_flag, path=root_path
+            session_id=session_id,
+            max_age_seconds=int(access_expires),
+            domain=domain,
+            secure=secure_flag,
+            path=root_path,
+            same_site=same_site,
         )
 
         logger.info(f"Token refresh successful for session: {session_id}")
@@ -1457,12 +1485,22 @@ def _set_session_cookie_for_domain(session_id, event, config) -> str:
     secure_flag = should_set_secure_flag(host_header)
     domain = extract_domain_from_host(host_header)
     root_path = _get_root_path(event)
+    same_site = "Strict"
+
+    # For localhost development: use None for cross-site requests
+    if config.get("ALLOW_LOCALHOST"):
+        same_site = "None"  # Allows cross-site requests (localhost -> AWS)
 
     # Use default session TTL (24 hours) for sync cookies
     session_ttl = int(config.get("session_ttl_hours", "24")) * 3600
 
     return create_session_cookie(
-        session_id=session_id, max_age_seconds=session_ttl, domain=domain, secure=secure_flag, path=root_path
+        session_id=session_id,
+        max_age_seconds=session_ttl,
+        domain=domain,
+        secure=secure_flag,
+        path=root_path,
+        same_site=same_site,
     )
 
 
diff --git a/backend/src/ml_space_lambda/auth/utils/key_rotation.py b/backend/src/ml_space_lambda/auth/utils/key_rotation.py
index bd5716d6..b9b47810 100644
--- a/backend/src/ml_space_lambda/auth/utils/key_rotation.py
+++ b/backend/src/ml_space_lambda/auth/utils/key_rotation.py
@@ -27,6 +27,8 @@
 from typing import Dict, Optional
 
 import boto3
+from botocore.exceptions import ClientError
+from pydantic import ValidationError
 
 from ml_space_lambda.auth.models.key_models import (
     KeyRotationResult,
@@ -56,6 +58,34 @@ def _get_default_keep_versions() -> int:
         return 3
 
 
+def _secret_already_versioned_for_type(secret_id: str, expected: KeyType, secrets_client) -> bool:
+    """
+    Return True if the secret string parses as VersionedKeyData with matching key_type and keys.
+
+    AWS API and permission errors propagate so deploy does not overwrite a valid secret after a
+    transient failure. Only empty, non-JSON, or structurally invalid payloads are treated as
+    not-yet-versioned.
+    """
+    try:
+        response = secrets_client.get_secret_value(SecretId=secret_id)
+    except ClientError:
+        raise
+
+    raw = response.get("SecretString") or ""
+    if not raw.strip():
+        return False
+    try:
+        data = VersionedKeyData.from_secrets_manager_format(raw)
+    except (json.JSONDecodeError, ValidationError, ValueError, TypeError) as e:
+        logger.info(
+            "Secret %s not in expected versioned JSON format; will initialize if needed: %s",
+            secret_id,
+            e,
+        )
+        return False
+    return data.key_type == expected and bool(data.keys)
+
+
 def initialize_state_encryption_key(secret_arn: str) -> Dict:
     """
     Initialize state encryption key secret with versioned structure.
@@ -72,6 +102,14 @@ def initialize_state_encryption_key(secret_arn: str) -> Dict:
     try:
         secrets_client = boto3.client("secretsmanager")
 
+        if _secret_already_versioned_for_type(secret_arn, KeyType.STATE, secrets_client):
+            logger.info("State encryption secret already in versioned JSON format; skipping initialization.")
+            return {
+                "success": True,
+                "skipped": True,
+                "key_type": KeyType.STATE,
+            }
+
         # Generate initial Fernet key
         initial_key = create_state_encryption_key()
         encoded_key = encode_state_key_for_storage(initial_key)
@@ -93,6 +131,8 @@ def initialize_state_encryption_key(secret_arn: str) -> Dict:
             "created_date": key_data.created_date.isoformat(),
         }
 
+    except ClientError:
+        raise
     except Exception as e:
         logger.error(f"State key initialization failed: {e}")
         raise Exception(f"State key initialization failed: {e}")
@@ -114,6 +154,14 @@ def initialize_token_encryption_key(secret_arn: str) -> Dict:
     try:
         secrets_client = boto3.client("secretsmanager")
 
+        if _secret_already_versioned_for_type(secret_arn, KeyType.TOKEN, secrets_client):
+            logger.info("Token encryption secret already in versioned JSON format; skipping initialization.")
+            return {
+                "success": True,
+                "skipped": True,
+                "key_type": KeyType.TOKEN,
+            }
+
         # Generate initial PASETO key
         initial_key = create_encryption_key()
         encoded_key = encode_key_for_storage(initial_key)
@@ -135,6 +183,8 @@ def initialize_token_encryption_key(secret_arn: str) -> Dict:
             "created_date": key_data.created_date.isoformat(),
         }
 
+    except ClientError:
+        raise
     except Exception as e:
         logger.error(f"Token key initialization failed: {e}")
         raise Exception(f"Token key initialization failed: {e}")
diff --git a/backend/src/ml_space_lambda/auth/utils/rotation_handlers.py b/backend/src/ml_space_lambda/auth/utils/rotation_handlers.py
index 9361c42c..4ae3f4b6 100644
--- a/backend/src/ml_space_lambda/auth/utils/rotation_handlers.py
+++ b/backend/src/ml_space_lambda/auth/utils/rotation_handlers.py
@@ -218,6 +218,22 @@ def token_key_secrets_manager_rotation_handler(event: Dict[str, Any], context: A
         raise
 
 
+def deploy_time_auth_secrets_init(event: Dict[str, Any], context: Any) -> Dict[str, Any]:
+    """
+    Deploy-time hook: ensure state and token secrets use VersionedKeyData JSON (not plaintext).
+
+    Secret names come from environment variables set by CDK.
+    """
+    state_name = os.environ.get("AUTH_STATE_SECRET_NAME", "").strip()
+    token_name = os.environ.get("AUTH_TOKEN_SECRET_NAME", "").strip()
+    results: Dict[str, Any] = {}
+    if state_name:
+        results["state"] = initialize_secret_handler({"secret_name": state_name, "key_type": KeyType.STATE}, context)
+    if token_name:
+        results["token"] = initialize_secret_handler({"secret_name": token_name, "key_type": KeyType.TOKEN}, context)
+    return results
+
+
 def initialize_secret_handler(event: Dict[str, Any], context: Any) -> Dict[str, Any]:
     """
     Handler for initializing secrets with proper key structures.
@@ -238,6 +254,12 @@ def initialize_secret_handler(event: Dict[str, Any], context: Any) -> Dict[str,
         if not secret_name:
             raise ValueError("secret_name is required")
 
+        if isinstance(key_type, str):
+            try:
+                key_type = KeyType(key_type)
+            except ValueError as e:
+                raise ValueError(f"Unknown key_type: {key_type}") from e
+
         if key_type == KeyType.STATE:
             result = initialize_state_encryption_key(secret_name)
         elif key_type == KeyType.TOKEN:
diff --git a/backend/src/ml_space_lambda/labeling_job/lambda_functions.py b/backend/src/ml_space_lambda/labeling_job/lambda_functions.py
index ee8f3189..1efe4d86 100644
--- a/backend/src/ml_space_lambda/labeling_job/lambda_functions.py
+++ b/backend/src/ml_space_lambda/labeling_job/lambda_functions.py
@@ -19,6 +19,7 @@
 import os
 
 import boto3
+from botocore.exceptions import ClientError
 
 from ml_space_lambda.data_access_objects.project_user import ProjectUserDAO
 from ml_space_lambda.data_access_objects.resource_metadata import ResourceMetadataDAO
@@ -27,6 +28,7 @@
 from ml_space_lambda.utils.groundtruth_utils import (
     LambdaTypes,
     TaskTypes,
+    generate_custom_ui_template,
     generate_labels_configuration_file,
     generate_ui_template,
     get_auto_labeling_arn,
@@ -40,6 +42,13 @@
 resource_metadata_dao = ResourceMetadataDAO()
 project_user_dao = ProjectUserDAO()
 
+_labeling_portal_domain_map = {
+    "us-iso-east-1": "labeling.us-iso-east-1.sagemaker.c2s.ic.gov",
+    "us-isob-east-1": "labeling.us-isob-east-1.sagemaker.sc2s.sgov.gov",
+    "us-isof-south-1": "labeling.us-isof-south-1.sagemaker.csp.hci.ic.gov",
+    "us-isof-east-1": "labeling.us-isof-east-1.sagemaker.csp.hci.ic.gov",
+}
+
 
 @api_wrapper
 def describe(event, context):
@@ -68,6 +77,22 @@ def list_workteams(event, context):
     )
 
 
+@api_wrapper
+def get_workforce_portal_url(event, context):
+    workforce = sagemaker.describe_workforce(WorkforceName="default")["Workforce"]
+    sub_domain = workforce.get("SubDomain", "")
+    if not sub_domain:
+        return {"PortalUrl": ""}
+    # Full hostname returned (e.g. newer API responses)
+    if "." in sub_domain:
+        return {"PortalUrl": f"https://{sub_domain}"}
+    # Short subdomain — construct the portal URL using the region's labeling domain
+    session = boto3.session.Session()
+    region = session.region_name
+    labeling_domain = _labeling_portal_domain_map.get(region, f"labeling.{region}.sagemaker.aws")
+    return {"PortalUrl": f"https://{sub_domain}.{labeling_domain}"}
+
+
 @api_wrapper
 def create(event, context):
     labeling_job_request = json.loads(event["body"])
@@ -77,13 +102,75 @@ def create(event, context):
     env_variables = get_environment_variables()
     data_bucket_name = param_file["pSMSDataBucketName"]
     task_type = TaskTypes[labeling_job_request["TaskType"]]
-    labeling_job = labeling_job_request["JobDefinition"]
+    labeling_job: dict = labeling_job_request["JobDefinition"]
     description = labeling_job["HumanTaskConfig"]["TaskDescription"]
     full_instructions = labeling_job_request["FullInstruction"]
     short_instructions = labeling_job_request["ShortInstruction"]
     labeling_job_name = labeling_job["LabelingJobName"]
     labeling_job["LabelingJobName"] = labeling_job_name
 
+    #  Check to see if InputLabelAttributeName was included in the request.
+    label_attr = labeling_job.pop(
+        "InputLabelAttributeName", None
+    )  # pop removes it from the dict, needed for clean sagemaker api call
+    if task_type == TaskTypes.VerificationBoundingBox or task_type == TaskTypes.VerificationSemanticSegmentation:
+        logger.info("Verification job - Locating LabelAttributeName for the input manifest")
+
+        # If the label_attr was found, dont search the manifest file
+        if label_attr and label_attr != "":
+            logger.info(f"Found InputLabelAttributeName in request: {label_attr}")
+
+        else:  # If not provided, look in the manfiest file
+
+            logger.warning(f"No InputLabelAttributeName found in request event.  Searching input manifest")
+
+            # Pull the input manifest file
+            manifest_s3_uri = labeling_job["InputConfig"]["DataSource"]["S3DataSource"]["ManifestS3Uri"]
+
+            # Parse S3 URI
+            s3_uri_parts = manifest_s3_uri.replace("s3://", "").split("/", 1)
+            bucket = s3_uri_parts[0]
+            key = s3_uri_parts[1]
+
+            # Read first line from S3 manifest file
+            s3_client = boto3.client("s3", config=retry_config)
+            logger.info("Reading manifest file from S3...")
+
+            try:
+                response = s3_client.get_object(Bucket=bucket, Key=key)
+                first_line = response["Body"].read().decode("utf-8").split("\n")[0]
+
+                # Parse JSON and get the second key
+                manifest_entry = json.loads(first_line)
+
+            except ClientError as e:
+                error_code = e.response.get("Error", {}).get("Code", "Unknown")
+                logger.error(f"S3 error reading manifest file {manifest_s3_uri}: {error_code} - {e}")
+                raise ValueError(f"Could not read manifest file from {manifest_s3_uri}. Error: {error_code}")
+
+            except json.JSONDecodeError as e:
+                logger.error(f"Invalid JSON in manifest file {manifest_s3_uri}: {e}")
+                raise ValueError(f"Manifest file contains invalid JSON at {manifest_s3_uri}: {str(e)}")
+
+            except Exception as e:
+                logger.error(f"Unexpected error reading manifest file {manifest_s3_uri}: {e}")
+                raise ValueError(f"Failed to process manifest file from {manifest_s3_uri}: {str(e)}")
+            keys = list(manifest_entry.keys())
+
+            # Check the 2nd item in the keys, this should be the LabelAttributeName
+            if len(keys) >= 2:
+                label_attr = keys[1]
+                logger.info(f"Extracted LabelAttributeName: {label_attr}")
+            else:
+                label_attr = None
+                logger.warning(f"Manifest entry has fewer than 2 keys. Keys: {keys}")
+
+        if not label_attr or not label_attr.strip():
+            logger.error("The input manifest's LabelAttributeName is missing or empty for VerificationBoundingBox job")
+            raise ValueError("The input manifest's LabelAttributeName is required for VerificationBoundingBox jobs")
+
+        logger.info(f"Successfully found the LabelAttributeName for the input manifest: {label_attr}")
+
     # Generate labels config file and store in S3 bucket
     stripped_protocol_output_path = labeling_job["OutputConfig"]["S3OutputPath"].removeprefix("s3://")
     stripped_bucket_output_path = os.path.join(*stripped_protocol_output_path.split("/")[1:])
@@ -103,15 +190,40 @@ def create(event, context):
         get_groundtruth_lambda_arn(LambdaTypes.ACS, task_type)
     )
 
-    template_uri = generate_ui_template(
-        labeling_job_name,
-        task_type,
-        description,
-        full_instructions,
-        short_instructions,
-        data_bucket_name,
-        output_path,
-    )
+    # Check for custom labeling job fields
+    custom_labeling_job_fields = labeling_job_request.get("CustomLabelingJobVars")
+
+    if custom_labeling_job_fields and task_type == TaskTypes.PassThrough:
+
+        custom_template_html = custom_labeling_job_fields.get("CustomTaskTemplate", "")
+
+        if custom_template_html == "":
+            raise Exception("CustomTaskTemplate is required for Custom task type")
+
+        logger.info("PassThrough task type, using custom UI template")
+        # Use custom template
+        template_uri = generate_custom_ui_template(
+            custom_template_html,
+            labeling_job_name,
+            description,
+            full_instructions,
+            short_instructions,
+            data_bucket_name,
+            output_path,
+            label_attr,
+        )
+    else:
+        # Use standard template based on task type
+        template_uri = generate_ui_template(
+            labeling_job_name,
+            task_type,
+            description,
+            full_instructions,
+            short_instructions,
+            data_bucket_name,
+            output_path,
+            label_attr,
+        )
 
     if template_uri is not None:
         labeling_job["HumanTaskConfig"]["UiConfig"]["UiTemplateS3Uri"] = template_uri
diff --git a/backend/src/ml_space_lambda/s3_event_put_notification/lambda_function.py b/backend/src/ml_space_lambda/s3_event_put_notification/lambda_function.py
index b0248272..6419fd95 100644
--- a/backend/src/ml_space_lambda/s3_event_put_notification/lambda_function.py
+++ b/backend/src/ml_space_lambda/s3_event_put_notification/lambda_function.py
@@ -89,11 +89,11 @@ def _handle_front_end_upload(bucket, key):
         _create_dataset_record(metadata, key)
 
 
-def _handle_notebook_upload(bucket, key, username):
+def _handle_notebook_upload(bucket, key):
     # Split the S3 key and use it to determine the dataset type and scope
     split_key = key.split("/")
 
-    # TODO: Is there anyway we can get the actual dataset creator here?
+    username = _resolve_user_from_key(key)
     type = split_key[0].lower()
     values = {}
     if type == DatasetType.GLOBAL:
@@ -115,6 +115,15 @@ def _handle_notebook_upload(bucket, key, username):
             logger.error(f"Failed to tag dataset (Bucket: {bucket}, Key: {key}")
 
 
+def _resolve_user_from_key(key):
+    """Extract username from S3 key for private paths, e.g. private/{username}/datasets/..."""
+    split_key = key.split("/")
+    dataset_type = split_key[0].lower() if split_key else ""
+    if dataset_type == DatasetType.PRIVATE and len(split_key) > 1:
+        return split_key[1]
+    return "default-user"
+
+
 def _check_key(key):
     """
     We only want to execute the tagging and insertion into Dynamo logic for files that are part of
@@ -150,7 +159,7 @@ def lambda_handler(event, context):
         # If the request came from the UI, run this code
         if "mls-lambda" in requester_arn:
             _handle_front_end_upload(bucket, key)
-        # Else, request is coming from a notebook and we have to create some reasonable tags
-        # derived from the S3 key
+        # Else, request is coming from a notebook/SageMaker job and we have to create some
+        # reasonable tags derived from the S3 key
         else:
-            _handle_notebook_upload(bucket, key, "default-user")
+            _handle_notebook_upload(bucket, key)
diff --git a/backend/src/ml_space_lambda/training_job/lambda_functions.py b/backend/src/ml_space_lambda/training_job/lambda_functions.py
index 348c71f3..a976019b 100644
--- a/backend/src/ml_space_lambda/training_job/lambda_functions.py
+++ b/backend/src/ml_space_lambda/training_job/lambda_functions.py
@@ -142,7 +142,6 @@ def describe(event, context):
 
     # Emptying arrays with unnecessary details to handle response
     response["SecondaryStatusTransitions"] = []
-    response["FinalMetricDataList"] = []
 
     return response
 
diff --git a/backend/src/ml_space_lambda/utils/groundtruth_utils.py b/backend/src/ml_space_lambda/utils/groundtruth_utils.py
index 7d39ca56..dad0bf1a 100644
--- a/backend/src/ml_space_lambda/utils/groundtruth_utils.py
+++ b/backend/src/ml_space_lambda/utils/groundtruth_utils.py
@@ -63,6 +63,8 @@ class LambdaTypes(str, Enum):
 
 class TaskTypes(str, Enum):
     BoundingBox = auto()
+    VerificationBoundingBox = auto()
+    VerificationSemanticSegmentation = auto()
     ImageMultiClass = auto()
     ImageMultiClassMultiLabel = auto()
     SemanticSegmentation = auto()
@@ -70,10 +72,13 @@ class TaskTypes(str, Enum):
     TextMultiClass = auto()
     TextMultiClassMultiLabel = auto()
     NamedEntityRecognition = auto()
+    PassThrough = auto()
 
 
 _auto_labeling_task_arn_map = {
     TaskTypes.BoundingBox: "image-classification",
+    TaskTypes.VerificationBoundingBox: "image-classification",
+    TaskTypes.VerificationSemanticSegmentation: "image-classification",
     TaskTypes.ImageMultiClass: "image-classification",
     TaskTypes.ImageMultiClassMultiLabel: "image-classification",
     TaskTypes.SemanticSegmentation: "semantic-segmentation",
@@ -125,6 +130,59 @@ def generate_labels_configuration_file(labels: list, job_name: str, data_bucket_
     return f"s3://{data_bucket_name}/{s3_key}"
 
 
+def generate_custom_ui_template(
+    custom_template_html: str,
+    job_name: str,
+    description: str,
+    full_instructions: str,
+    short_instructions: str,
+    data_bucket_name: str,
+    output_dir_key: str,
+    label_attribute_name: str = None,
+) -> str:
+    """
+    Generate a UI template from a custom HTML template string.
+    Processes the template by replacing placeholders and uploads it to S3.
+
+    :param custom_template_html: The HTML template as a string
+    :param job_name: Name of the labeling job
+    :param description: Task description
+    :param full_instructions: Full instructions for the task
+    :param short_instructions: Short instructions for the task
+    :param data_bucket_name: S3 bucket name for storing the template
+    :param output_dir_key: Output directory key in S3
+    :param label_attribute_name: Label attribute name for verification jobs
+    :return: S3 URI of the uploaded template
+    """
+    file_content: list[str] = []
+
+    for line in custom_template_html.splitlines():
+        if "{ASSET_JS}" in line:
+            file_content.append(
+                line.replace(
+                    "{ASSET_JS}",
+                    f"https://{get_groundtruth_assets_domain()}/crowd-html-elements.js",
+                )
+            )
+        elif "<!-- full-instructions start marker -->" in line:
+            file_content.append(line)
+            file_content.append(full_instructions)
+        elif "<!-- short-instructions start marker -->" in line:
+            file_content.append(line)
+            file_content.append(short_instructions)
+        elif "DESCRIPTION_STUB" in line:
+            file_content.append(line.replace("DESCRIPTION_STUB", description))
+        elif "label-attribute-name-from-prior-job" in line and label_attribute_name:
+            file_content.append(line.replace("label-attribute-name-from-prior-job", label_attribute_name))
+        else:
+            file_content.append(line)
+
+    template_key = os.path.join(output_dir_key, job_name, "annotation-tool/template.liquid")
+    s3.put_object(Bucket=data_bucket_name, Key=template_key, Body="\n".join(file_content))
+
+    return f"s3://{data_bucket_name}/{template_key}"
+
+
 def generate_ui_template(
     job_name: str,
     task_type: TaskTypes,
@@ -133,6 +191,7 @@ def generate_ui_template(
     short_instructions: str,
     data_bucket_name: str,
     output_dir_key: str,
+    label_attribute_name: str = None,
 ) -> str:
     template_key = None
     template_path = os.path.join(
@@ -159,6 +218,8 @@ def generate_ui_template(
                     file_content.append(short_instructions)
                 elif "DESCRIPTION_STUB" in line:
                     file_content.append(line.replace("DESCRIPTION_STUB", description))
+                elif "label-attribute-name-from-prior-job" in line and label_attribute_name:
+                    file_content.append(line.replace("label-attribute-name-from-prior-job", label_attribute_name))
                 else:
                     file_content.append(line)
 
diff --git a/backend/src/ml_space_lambda/utils/labeling_job_templates/VerificationBoundingBox.html b/backend/src/ml_space_lambda/utils/labeling_job_templates/VerificationBoundingBox.html
new file mode 100644
index 00000000..7f0e526c
--- /dev/null
+++ b/backend/src/ml_space_lambda/utils/labeling_job_templates/VerificationBoundingBox.html
@@ -0,0 +1,45 @@
+<script src="{ASSET_JS}"></script>
+<crowd-form>
+    <crowd-image-classifier
+      id="image-classifier"
+      name="imageClassifier"
+      src="{{ task.input.taskObject | grant_read_access }}"
+      header="DESCRIPTION_STUB"
+      categories="{{ task.input.labels | to_json | escape }}"
+      overlay='{
+        "boundingBox": {
+          value: [
+            {% assign label_strings = "" %}
+            {% for box in task.input.manifestLine.label-attribute-name-from-prior-job.annotations %}
+              {% capture class_id %}{{ box.class_id }}{% endcapture %}
+              {% assign label = task.input.manifestLine.label-attribute-name-from-prior-job-metadata.class-map[class_id] %}
+              {% if forloop.first %}
+                {% assign label_strings = '"' | append: label | append: '"' %}
+              {% else %}
+                {% assign label_strings = label_strings | append: ',"' | append: label | append: '"' %}
+              {% endif %}
+              {
+                label: "{{ label }}",
+                left: {{ box.left }},
+                top: {{ box.top }},
+                width: {{ box.width }},
+                height: {{ box.height }}
+              }{% unless forloop.last %},{% endunless %}
+            {% endfor %}
+          ],
+          {% assign label_array = label_strings | split: "," %}
+          labels: [{{ label_array | uniq | join: ", " }}]
+        }
+      }'
+    >
+      <full-instructions header="Verify bounding box labels">
+        <!-- full-instructions start marker -->
+        <!-- full-instructions end marker -->
+      </full-instructions>
+
+      <short-instructions>
+        <!-- short-instructions start marker -->
+        <!-- short-instructions end marker -->
+      </short-instructions>
+    </crowd-image-classifier>
+</crowd-form>
diff --git a/backend/src/ml_space_lambda/utils/labeling_job_templates/VerificationSemanticSegmentation.html b/backend/src/ml_space_lambda/utils/labeling_job_templates/VerificationSemanticSegmentation.html
new file mode 100644
index 00000000..6379ee8b
--- /dev/null
+++ b/backend/src/ml_space_lambda/utils/labeling_job_templates/VerificationSemanticSegmentation.html
@@ -0,0 +1,49 @@
+<script src="{ASSET_JS}"></script>
+<crowd-form>
+
+    <!-- Note that overlay is specific to bounding boxes and semantic segmentation -->
+    <!-- Following example here https://docs.aws.amazon.com/sagemaker/latest/dg/general-topiclist.html#crowd-classifier-regions-classification-target -->
+    <crowd-image-classifier
+      id="image-classifier"
+      name="imageClassifier"
+      src="{{ task.input.taskObject | grant_read_access }}"
+      header="DESCRIPTION_STUB"
+      categories="{{ task.input.labels | to_json | escape }}"
+      
+      overlay='{
+        "semanticSegmentation": {
+
+          {% assign data = task.input.manifestLine.label-attribute-name-from-prior-job-metadata.internal-color-map %}
+          {% assign class_labels = "" %}
+          
+          "labelMappings": {
+            {% for class in data %}
+
+              {% if forloop.first %}
+                {% assign class_labels = '"' | append: class[1].class-name | append: '"' %}
+              {% else %}
+                {% assign class_labels = class_labels | append: ',"' | append: class[1].class-name | append: '"' %}
+              {% endif %}
+
+              "{{class[1].class-name}}":{
+                "color": "{{class[1].hex-color}}"
+              }{% unless forloop.last %},{% endunless %}
+            {% endfor %}
+          },
+          {% assign label_array = class_labels | split: "," %}
+          "labels": [{{ label_array | uniq | join: ", " }}],
+          "src": "{{ task.input.manifestLine.label-attribute-name-from-prior-job | grant_read_access}}"
+        }
+      }'
+    >
+      <full-instructions header="Verify semantic segmentation labels">
+        <!-- full-instructions start marker -->
+        <!-- full-instructions end marker -->
+      </full-instructions>
+
+      <short-instructions>
+        <!-- short-instructions start marker -->
+        <!-- short-instructions end marker -->
+      </short-instructions>
+    </crowd-image-classifier>
+</crowd-form>
diff --git a/backend/test/auth/utils/test_key_rotation.py b/backend/test/auth/utils/test_key_rotation.py
index 955f237f..310e0c93 100644
--- a/backend/test/auth/utils/test_key_rotation.py
+++ b/backend/test/auth/utils/test_key_rotation.py
@@ -23,6 +23,7 @@
 from unittest import mock
 
 import pytest
+from botocore.exceptions import ClientError
 
 from ml_space_lambda.auth.models.key_models import (
     KeyRotationResult,
@@ -62,6 +63,7 @@ class TestInitializeStateEncryptionKey:
     def test_initialize_state_key_success(self, mock_secrets_client):
         """Test successful state key initialization."""
         secret_arn = "arn:aws:secretsmanager:us-east-1:123456789012:secret:test-state-key"
+        mock_secrets_client.get_secret_value.return_value = {"SecretString": ""}
 
         result = initialize_state_encryption_key(secret_arn)
 
@@ -75,9 +77,35 @@ def test_initialize_state_key_success(self, mock_secrets_client):
         assert call_args[1]["SecretId"] == secret_arn
         assert "SecretString" in call_args[1]
 
+    def test_initialize_state_key_skips_when_already_versioned(self, mock_secrets_client):
+        """Plaintext or legacy secrets are replaced; valid versioned JSON is left unchanged."""
+        secret_arn = "arn:aws:secretsmanager:us-east-1:123456789012:secret:test-state-key"
+        existing = VersionedKeyData.create_initial(encoded_key="existing", key_type=KeyType.STATE)
+        mock_secrets_client.get_secret_value.return_value = {"SecretString": existing.to_secrets_manager_format()}
+
+        result = initialize_state_encryption_key(secret_arn)
+
+        assert result["success"] is True
+        assert result.get("skipped") is True
+        mock_secrets_client.update_secret.assert_not_called()
+
+    def test_initialize_state_key_propagates_get_secret_client_error(self, mock_secrets_client):
+        """Throttling or permission errors from GetSecretValue must not be treated as 'not versioned'."""
+        secret_arn = "arn:aws:secretsmanager:us-east-1:123456789012:secret:test-state-key"
+        mock_secrets_client.get_secret_value.side_effect = ClientError(
+            {"Error": {"Code": "ThrottlingException", "Message": "Slow down"}},
+            "GetSecretValue",
+        )
+
+        with pytest.raises(ClientError):
+            initialize_state_encryption_key(secret_arn)
+
+        mock_secrets_client.update_secret.assert_not_called()
+
     def test_initialize_state_key_failure(self, mock_secrets_client):
         """Test state key initialization failure."""
         secret_arn = "arn:aws:secretsmanager:us-east-1:123456789012:secret:test-state-key"
+        mock_secrets_client.get_secret_value.return_value = {"SecretString": ""}
         mock_secrets_client.update_secret.side_effect = Exception("AWS error")
 
         with pytest.raises(Exception, match="State key initialization failed"):
@@ -90,6 +118,7 @@ class TestInitializeTokenEncryptionKey:
     def test_initialize_token_key_success(self, mock_secrets_client):
         """Test successful token key initialization."""
         secret_arn = "arn:aws:secretsmanager:us-east-1:123456789012:secret:test-token-key"
+        mock_secrets_client.get_secret_value.return_value = {"SecretString": ""}
 
         result = initialize_token_encryption_key(secret_arn)
 
@@ -100,9 +129,21 @@ def test_initialize_token_key_success(self, mock_secrets_client):
 
         mock_secrets_client.update_secret.assert_called_once()
 
+    def test_initialize_token_key_skips_when_already_versioned(self, mock_secrets_client):
+        secret_arn = "arn:aws:secretsmanager:us-east-1:123456789012:secret:test-token-key"
+        existing = VersionedKeyData.create_initial(encoded_key="existing", key_type=KeyType.TOKEN)
+        mock_secrets_client.get_secret_value.return_value = {"SecretString": existing.to_secrets_manager_format()}
+
+        result = initialize_token_encryption_key(secret_arn)
+
+        assert result["success"] is True
+        assert result.get("skipped") is True
+        mock_secrets_client.update_secret.assert_not_called()
+
     def test_initialize_token_key_failure(self, mock_secrets_client):
         """Test token key initialization failure."""
         secret_arn = "arn:aws:secretsmanager:us-east-1:123456789012:secret:test-token-key"
+        mock_secrets_client.get_secret_value.return_value = {"SecretString": ""}
         mock_secrets_client.update_secret.side_effect = Exception("AWS error")
 
         with pytest.raises(Exception, match="Token key initialization failed"):
diff --git a/backend/test/training_job/test_describe_training_job.py b/backend/test/training_job/test_describe_training_job.py
index 8c1b980b..1e6dea46 100644
--- a/backend/test/training_job/test_describe_training_job.py
+++ b/backend/test/training_job/test_describe_training_job.py
@@ -42,12 +42,11 @@
 def test_describe_training_job_success(mock_sagemaker):
     mock_sagemaker.describe_training_job.return_value = mock_response
 
-    mock_response["SecondaryStatusTransitions"] = []
-    mock_response["FinalMetricDataList"] = []
+    result = lambda_handler(mock_event, mock_context)
 
-    expected_response = generate_html_response(200, mock_response)
-
-    assert lambda_handler(mock_event, mock_context) == expected_response
+    assert mock_response["SecondaryStatusTransitions"] == []
+    assert mock_response["FinalMetricDataList"] == [{"MetricName": "string", "Timestamp": 1, "Value": 1}]
+    assert result == generate_html_response(200, mock_response)
 
     mock_sagemaker.describe_training_job.assert_called_with(TrainingJobName="example_job_name")
 
diff --git a/backend/test/utils/test_generate_custom_ui_template.py b/backend/test/utils/test_generate_custom_ui_template.py
new file mode 100644
index 00000000..746e5257
--- /dev/null
+++ b/backend/test/utils/test_generate_custom_ui_template.py
@@ -0,0 +1,362 @@
+#
+#   Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
+#
+#   Licensed under the Apache License, Version 2.0 (the "License").
+#   You may not use this file except in compliance with the License.
+#   You may obtain a copy of the License at
+#
+#       http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS,
+#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#   See the License for the specific language governing permissions and
+#   limitations under the License.
+#
+
+import unittest
+from unittest import mock
+
+from ml_space_lambda.utils.groundtruth_utils import generate_custom_ui_template
+
+
+class GenerateCustomUITemplateTest(unittest.TestCase):
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.boto3")
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.s3")
+    def test_generate_custom_ui_template_with_asset_js_replacement(self, mock_s3, mock_boto3):
+        """Test that {ASSET_JS} placeholder is replaced with correct assets domain URL"""
+        mock_session = mock_boto3.session.Session()
+        mock_session.region_name = "us-east-1"
+
+        custom_template_html = '<script src="{ASSET_JS}"></script>\n<div>Test</div>'
+
+        result = generate_custom_ui_template(
+            custom_template_html=custom_template_html,
+            job_name="test-job",
+            description="Test Description",
+            full_instructions="Full Instructions",
+            short_instructions="Short Instructions",
+            data_bucket_name="test-bucket",
+            output_dir_key="output-dir",
+        )
+
+        # Verify S3 put_object was called
+        mock_s3.put_object.assert_called_once()
+        call_args = mock_s3.put_object.call_args
+
+        # Check the uploaded content contains the replaced asset URL
+        uploaded_content = call_args[1]["Body"]
+        assert "https://assets.crowd.aws/crowd-html-elements.js" in uploaded_content
+        assert "{ASSET_JS}" not in uploaded_content
+
+        # Check return value
+        assert result == "s3://test-bucket/output-dir/test-job/annotation-tool/template.liquid"
+
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.boto3")
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.s3")
+    def test_generate_custom_ui_template_with_full_instructions_marker(self, mock_s3, mock_boto3):
+        """Test that full instructions are added after the full-instructions start marker"""
+        mock_session = mock_boto3.session.Session()
+        mock_session.region_name = "us-east-1"
+
+        custom_template_html = """<div>
+<!-- full-instructions start marker -->
+<!-- full-instructions end marker -->
+</div>"""
+
+        result = generate_custom_ui_template(
+            custom_template_html=custom_template_html,
+            job_name="test-job",
+            description="Test Description",
+            full_instructions="<p>These are the full instructions</p>",
+            short_instructions="Short Instructions",
+            data_bucket_name="test-bucket",
+            output_dir_key="output-dir",
+        )
+
+        # Verify the full instructions were inserted
+        call_args = mock_s3.put_object.call_args
+        uploaded_content = call_args[1]["Body"]
+
+        assert "<!-- full-instructions start marker -->" in uploaded_content
+        assert "<p>These are the full instructions</p>" in uploaded_content
+        # Verify the instruction appears after the marker
+        marker_pos = uploaded_content.index("<!-- full-instructions start marker -->")
+        instruction_pos = uploaded_content.index("<p>These are the full instructions</p>")
+        assert instruction_pos > marker_pos
+
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.boto3")
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.s3")
+    def test_generate_custom_ui_template_with_short_instructions_marker(self, mock_s3, mock_boto3):
+        """Test that short instructions are added after the short-instructions start marker"""
+        mock_session = mock_boto3.session.Session()
+        mock_session.region_name = "us-east-1"
+
+        custom_template_html = """<div>
+<!-- short-instructions start marker -->
+<!-- short-instructions end marker -->
+</div>"""
+
+        result = generate_custom_ui_template(
+            custom_template_html=custom_template_html,
+            job_name="test-job",
+            description="Test Description",
+            full_instructions="Full Instructions",
+            short_instructions="<p>Brief instructions here</p>",
+            data_bucket_name="test-bucket",
+            output_dir_key="output-dir",
+        )
+
+        # Verify the short instructions were inserted
+        call_args = mock_s3.put_object.call_args
+        uploaded_content = call_args[1]["Body"]
+
+        assert "<!-- short-instructions start marker -->" in uploaded_content
+        assert "<p>Brief instructions here</p>" in uploaded_content
+        # Verify the instruction appears after the marker
+        marker_pos = uploaded_content.index("<!-- short-instructions start marker -->")
+        instruction_pos = uploaded_content.index("<p>Brief instructions here</p>")
+        assert instruction_pos > marker_pos
+
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.boto3")
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.s3")
+    def test_generate_custom_ui_template_with_description_stub(self, mock_s3, mock_boto3):
+        """Test that DESCRIPTION_STUB is replaced with actual description"""
+        mock_session = mock_boto3.session.Session()
+        mock_session.region_name = "us-east-1"
+
+        custom_template_html = '<div header="DESCRIPTION_STUB">Content</div>'
+
+        result = generate_custom_ui_template(
+            custom_template_html=custom_template_html,
+            job_name="test-job",
+            description="Custom Task Description",
+            full_instructions="Full Instructions",
+            short_instructions="Short Instructions",
+            data_bucket_name="test-bucket",
+            output_dir_key="output-dir",
+        )
+
+        # Verify the description was replaced
+        call_args = mock_s3.put_object.call_args
+        uploaded_content = call_args[1]["Body"]
+
+        assert "Custom Task Description" in uploaded_content
+        assert "DESCRIPTION_STUB" not in uploaded_content
+
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.boto3")
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.s3")
+    def test_generate_custom_ui_template_with_label_attribute_name(self, mock_s3, mock_boto3):
+        """Test that label-attribute-name-from-prior-job is replaced when label_attribute_name is provided"""
+        mock_session = mock_boto3.session.Session()
+        mock_session.region_name = "us-east-1"
+
+        custom_template_html = '<crowd-verification name="label-attribute-name-from-prior-job">Content</crowd-verification>'
+
+        result = generate_custom_ui_template(
+            custom_template_html=custom_template_html,
+            job_name="test-job",
+            description="Test Description",
+            full_instructions="Full Instructions",
+            short_instructions="Short Instructions",
+            data_bucket_name="test-bucket",
+            output_dir_key="output-dir",
+            label_attribute_name="my-label-attribute",
+        )
+
+        # Verify the label attribute name was replaced
+        call_args = mock_s3.put_object.call_args
+        uploaded_content = call_args[1]["Body"]
+
+        assert "my-label-attribute" in uploaded_content
+        assert "label-attribute-name-from-prior-job" not in uploaded_content
+
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.boto3")
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.s3")
+    def test_generate_custom_ui_template_without_label_attribute_name(self, mock_s3, mock_boto3):
+        """Test that label-attribute-name-from-prior-job is NOT replaced when label_attribute_name is None"""
+        mock_session = mock_boto3.session.Session()
+        mock_session.region_name = "us-east-1"
+
+        custom_template_html = '<crowd-verification name="label-attribute-name-from-prior-job">Content</crowd-verification>'
+
+        result = generate_custom_ui_template(
+            custom_template_html=custom_template_html,
+            job_name="test-job",
+            description="Test Description",
+            full_instructions="Full Instructions",
+            short_instructions="Short Instructions",
+            data_bucket_name="test-bucket",
+            output_dir_key="output-dir",
+            label_attribute_name=None,
+        )
+
+        # Verify the label attribute name was NOT replaced
+        call_args = mock_s3.put_object.call_args
+        uploaded_content = call_args[1]["Body"]
+
+        assert "label-attribute-name-from-prior-job" in uploaded_content
+
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.boto3")
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.s3")
+    def test_generate_custom_ui_template_with_all_replacements(self, mock_s3, mock_boto3):
+        """Test complete template with all possible replacements"""
+        mock_session = mock_boto3.session.Session()
+        mock_session.region_name = "us-east-1"
+
+        custom_template_html = """<script src="{ASSET_JS}"></script>
+<crowd-form>
+    <crowd-verification
+        name="label-attribute-name-from-prior-job"
+        src="{{ task.input.taskObject | grant_read_access }}"
+        header="DESCRIPTION_STUB"
+    >
+        <full-instructions header="Instructions">
+        <!-- full-instructions start marker -->
+        <!-- full-instructions end marker -->
+        </full-instructions>
+
+        <short-instructions>
+        <!-- short-instructions start marker -->
+        <!-- short-instructions end marker -->
+        </short-instructions>
+    </crowd-verification>
+</crowd-form>"""
+
+        result = generate_custom_ui_template(
+            custom_template_html=custom_template_html,
+            job_name="verification-job",
+            description="Verify the bounding boxes",
+            full_instructions="<p>Carefully review each bounding box</p>",
+            short_instructions="<p>Click approve or reject</p>",
+            data_bucket_name="my-bucket",
+            output_dir_key="my-output",
+            label_attribute_name="previous-job-label",
+        )
+
+        # Verify all replacements were made
+        call_args = mock_s3.put_object.call_args
+        uploaded_content = call_args[1]["Body"]
+
+        # Check all replacements occurred
+        assert "https://assets.crowd.aws/crowd-html-elements.js" in uploaded_content
+        assert "previous-job-label" in uploaded_content
+        assert "Verify the bounding boxes" in uploaded_content
+        assert "<p>Carefully review each bounding box</p>" in uploaded_content
+        assert "<p>Click approve or reject</p>" in uploaded_content
+
+        # Check original placeholders are gone
+        assert "{ASSET_JS}" not in uploaded_content
+        assert "label-attribute-name-from-prior-job" not in uploaded_content
+        assert "DESCRIPTION_STUB" not in uploaded_content
+
+        # Check S3 key and return value
+        assert call_args[1]["Key"] == "my-output/verification-job/annotation-tool/template.liquid"
+        assert result == "s3://my-bucket/my-output/verification-job/annotation-tool/template.liquid"
+
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.boto3")
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.s3")
+    def test_generate_custom_ui_template_iso_region(self, mock_s3, mock_boto3):
+        """Test that ISO regions use correct assets domain"""
+        mock_session = mock_boto3.session.Session()
+        mock_session.region_name = "us-iso-east-1"
+
+        custom_template_html = '<script src="{ASSET_JS}"></script>'
+
+        result = generate_custom_ui_template(
+            custom_template_html=custom_template_html,
+            job_name="test-job",
+            description="Test Description",
+            full_instructions="Full Instructions",
+            short_instructions="Short Instructions",
+            data_bucket_name="test-bucket",
+            output_dir_key="output-dir",
+        )
+
+        # Verify ISO region assets domain is used
+        call_args = mock_s3.put_object.call_args
+        uploaded_content = call_args[1]["Body"]
+
+        assert "crowd-html-elements-us-iso-east-1.s3.us-iso-east-1.c2s.ic.gov" in uploaded_content
+
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.boto3")
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.s3")
+    def test_generate_custom_ui_template_with_trailing_slash(self, mock_s3, mock_boto3):
+        """Test that output_dir_key with trailing slash is handled correctly"""
+        mock_session = mock_boto3.session.Session()
+        mock_session.region_name = "us-east-1"
+
+        custom_template_html = "<div>Test</div>"
+
+        result = generate_custom_ui_template(
+            custom_template_html=custom_template_html,
+            job_name="test-job",
+            description="Test Description",
+            full_instructions="Full Instructions",
+            short_instructions="Short Instructions",
+            data_bucket_name="test-bucket",
+            output_dir_key="output-dir/",
+        )
+
+        # Verify S3 key is correct even with trailing slash
+        call_args = mock_s3.put_object.call_args
+        s3_key = call_args[1]["Key"]
+
+        # Should still produce valid path
+        assert s3_key == "output-dir/test-job/annotation-tool/template.liquid"
+
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.boto3")
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.s3")
+    def test_generate_custom_ui_template_with_multiple_asset_js_references(self, mock_s3, mock_boto3):
+        """Test that multiple {ASSET_JS} placeholders are all replaced"""
+        mock_session = mock_boto3.session.Session()
+        mock_session.region_name = "us-east-1"
+
+        custom_template_html = """<script src="{ASSET_JS}"></script>
+<script src="{ASSET_JS}"></script>"""
+
+        result = generate_custom_ui_template(
+            custom_template_html=custom_template_html,
+            job_name="test-job",
+            description="Test Description",
+            full_instructions="Full Instructions",
+            short_instructions="Short Instructions",
+            data_bucket_name="test-bucket",
+            output_dir_key="output-dir",
+        )
+
+        # Verify all instances were replaced
+        call_args = mock_s3.put_object.call_args
+        uploaded_content = call_args[1]["Body"]
+
+        assert uploaded_content.count("https://assets.crowd.aws/crowd-html-elements.js") == 2
+        assert "{ASSET_JS}" not in uploaded_content
+
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.boto3")
+    @mock.patch("ml_space_lambda.utils.groundtruth_utils.s3")
+    def test_generate_custom_ui_template_preserves_unmatched_lines(self, mock_s3, mock_boto3):
+        """Test that lines without placeholders are preserved as-is"""
+        mock_session = mock_boto3.session.Session()
+        mock_session.region_name = "us-east-1"
+
+        custom_template_html = """<div>Regular content</div>
+<p>Another line without placeholders</p>
+<span>{{ task.input.data }}</span>"""
+
+        result = generate_custom_ui_template(
+            custom_template_html=custom_template_html,
+            job_name="test-job",
+            description="Test Description",
+            full_instructions="Full Instructions",
+            short_instructions="Short Instructions",
+            data_bucket_name="test-bucket",
+            output_dir_key="output-dir",
+        )
+
+        # Verify original content is preserved
+        call_args = mock_s3.put_object.call_args
+        uploaded_content = call_args[1]["Body"]
+
+        assert "<div>Regular content</div>" in uploaded_content
+        assert "<p>Another line without placeholders</p>" in uploaded_content
+        assert "<span>{{ task.input.data }}</span>" in uploaded_content
diff --git a/backend/test/utils/test_get_groundtruth_utils.py b/backend/test/utils/test_get_groundtruth_utils.py
index 4d3df058..5f29f23e 100644
--- a/backend/test/utils/test_get_groundtruth_utils.py
+++ b/backend/test/utils/test_get_groundtruth_utils.py
@@ -54,6 +54,10 @@ def test_get_auto_labeling_arn(self, mock_boto3):
         mock_session.get_partition_for_region.return_value = "aws"
 
         for task_type in TaskTypes:
+            # Skip PassThrough as it's only used for custom labeling jobs and doesn't
+            # have a labeling-job-algorithm-specification
+            if task_type == TaskTypes.PassThrough:
+                continue
             assert (
                 get_auto_labeling_arn(task_type)
                 == f"arn:aws:sagemaker:us-east-1:432418664414:labeling-job-algorithm-specification/{_auto_labeling_task_arn_map[task_type]}"
diff --git a/cypress/.eslintrc b/cypress/.eslintrc
deleted file mode 100644
index eeb4d1f2..00000000
--- a/cypress/.eslintrc
+++ /dev/null
@@ -1,54 +0,0 @@
-{
-    "parser": "@typescript-eslint/parser",
-    "parserOptions": {
-        "ecmaVersion": 12,
-        "sourceType": "module"
-    },
-    "rules": {
-        "eqeqeq": [
-            "error",
-            "smart"
-        ],
-        "@stylistic/indent": "error",
-        "@stylistic/quotes": [
-            "error",
-            "single"
-        ],
-        "@stylistic/arrow-parens": "error",
-        "@stylistic/arrow-spacing": "error",
-        "@stylistic/brace-style": "error",
-        "@stylistic/computed-property-spacing": [
-            "error",
-            "never"
-        ],
-        "@stylistic/jsx-quotes": [
-            "error",
-            "prefer-single"
-        ],
-        "@stylistic/keyword-spacing": [
-            "error",
-            {
-                "before": true
-            }
-        ],
-        "@stylistic/semi": "error",
-        "@stylistic/space-before-function-paren": "error",
-        "@stylistic/space-infix-ops": "error",
-        "@stylistic/space-unary-ops": "error",
-        "@typescript-eslint/no-unused-vars": "error",
-        // to enforce using type for object type definitions, can be type or interface
-        "@typescript-eslint/consistent-type-definitions": [
-            "error",
-            "type"
-        ],
-        "@typescript-eslint/no-non-null-assertion": "off",
-        "@typescript-eslint/no-explicit-any": "off",
-        "react-hooks/rules-of-hooks": "error",
-        "react-hooks/exhaustive-deps": "error",
-        "react/prop-types": "off"
-    },
-    "env": {
-        "browser": true,
-        "es2021": true
-    }
-}
\ No newline at end of file
diff --git a/cypress/cypress/e2e/labeling.spec.cy.ts b/cypress/cypress/e2e/labeling.spec.cy.ts
index 74bd314f..81b25201 100644
--- a/cypress/cypress/e2e/labeling.spec.cy.ts
+++ b/cypress/cypress/e2e/labeling.spec.cy.ts
@@ -60,7 +60,6 @@ describe('GroundTruth Labeling Job Tests', () => {
         'InputConfig': {
             'DataSource': {
                 'S3DataSource': {
-                    // eslint-disable-next-line spellcheck/spell-checker
                     'ManifestS3Uri': 's3://mlspace-data-123456789012/global/datasets/AircraftImages/dataset-aircraftlabelingmanifest.manifest'
                 }
             }
@@ -69,7 +68,6 @@ describe('GroundTruth Labeling Job Tests', () => {
             'S3OutputPath': 's3://mlspace-data-123456789012/global/datasets/AircraftImages',
             'KmsKeyId': ''
         },
-        // eslint-disable-next-line spellcheck/spell-checker
         'RoleArn': 'arn:aws:iam::123456789012:role/MLSpace-DemoProject1-132f8610d7775fd995226598a19c912fa5fb15df75',
         'LabelCategoryConfigS3Uri': `s3://mlspace-data-123456789012/global/datasets/AircraftImages/${testLabelingJobName}/annotation-tool/data.json`,
         'StoppingConditions': {
diff --git a/cypress/cypress/e2e/notebook.spec.cy.ts b/cypress/cypress/e2e/notebook.spec.cy.ts
index a90e95b4..c0c2bb43 100644
--- a/cypress/cypress/e2e/notebook.spec.cy.ts
+++ b/cypress/cypress/e2e/notebook.spec.cy.ts
@@ -71,7 +71,6 @@ describe('Notebook Tests', () => {
                     eventId: '37454466097320577689651565999376913764533911265058488321'
                 }
             ],
-            // eslint-disable-next-line spellcheck/spell-checker
             nextToken: 'Bxkq6kVGFtq2y_MoigeqscPOdhXVbhiVtLoAmXb5jCqS'
         });
         // Call login routine
diff --git a/cypress/eslint.config.mjs b/cypress/eslint.config.mjs
new file mode 100644
index 00000000..c0fbba1b
--- /dev/null
+++ b/cypress/eslint.config.mjs
@@ -0,0 +1,58 @@
+import stylistic from '@stylistic/eslint-plugin';
+import eslintPluginReact from 'eslint-plugin-react';
+import eslintPluginReactHooks from 'eslint-plugin-react-hooks';
+import globals from 'globals';
+import tseslint from 'typescript-eslint';
+
+/** @type {import('eslint').Linter.Config[]} */
+export default tseslint.config(
+    {
+        ignores: ['node_modules/**'],
+    },
+    {
+        files: ['**/*.{ts,tsx}'],
+        languageOptions: {
+            parser: tseslint.parser,
+            parserOptions: {
+                ecmaVersion: 2021,
+                sourceType: 'module',
+                ecmaFeatures: { jsx: true },
+            },
+            globals: {
+                ...globals.browser,
+                ...globals.es2021,
+            },
+        },
+        plugins: {
+            '@typescript-eslint': tseslint.plugin,
+            '@stylistic': stylistic,
+            react: eslintPluginReact,
+            'react-hooks': eslintPluginReactHooks,
+        },
+        rules: {
+            eqeqeq: ['error', 'smart'],
+            '@stylistic/indent': 'error',
+            '@stylistic/quotes': ['error', 'single'],
+            '@stylistic/arrow-parens': 'error',
+            '@stylistic/arrow-spacing': 'error',
+            '@stylistic/brace-style': 'error',
+            '@stylistic/computed-property-spacing': ['error', 'never'],
+            '@stylistic/jsx-quotes': ['error', 'prefer-single'],
+            '@stylistic/keyword-spacing': ['error', { before: true }],
+            '@stylistic/semi': 'error',
+            '@stylistic/space-before-function-paren': 'error',
+            '@stylistic/space-infix-ops': 'error',
+            '@stylistic/space-unary-ops': 'error',
+            '@typescript-eslint/no-unused-vars': 'error',
+            '@typescript-eslint/consistent-type-definitions': ['error', 'type'],
+            '@typescript-eslint/no-non-null-assertion': 'off',
+            '@typescript-eslint/no-explicit-any': 'off',
+            'react-hooks/rules-of-hooks': 'error',
+            'react-hooks/exhaustive-deps': 'error',
+            'react/prop-types': 'off',
+        },
+        settings: {
+            react: { version: 'detect' },
+        },
+    }
+);
diff --git a/cypress/package-lock.json b/cypress/package-lock.json
index 5a3e3c39..037c4664 100644
--- a/cypress/package-lock.json
+++ b/cypress/package-lock.json
@@ -14,10 +14,228 @@
             "devDependencies": {
                 "@cloudscape-design/components": "^3.0.886",
                 "@percy/cypress": "^3.1.3",
+                "@stylistic/eslint-plugin": "^5.10.0",
                 "cypress": "^13.17.0",
+                "eslint": "^9.39.0",
+                "eslint-plugin-react": "^7.37.5",
+                "eslint-plugin-react-hooks": "^7.0.1",
+                "globals": "^15.14.0",
                 "husky": "^8.0.3",
                 "lint-staged": "^13.3.0",
-                "typescript": "^4.9.5"
+                "typescript": "^5.7.3",
+                "typescript-eslint": "^8.58.1"
+            }
+        },
+        "node_modules/@babel/code-frame": {
+            "version": "7.29.0",
+            "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.29.0.tgz",
+            "integrity": "sha512-9NhCeYjq9+3uxgdtp20LSiJXJvN0FeCtNGpJxuMFZ1Kv3cWUNb6DOhJwUvcVCzKGR66cw4njwM6hrJLqgOwbcw==",
+            "dev": true,
+            "license": "MIT",
+            "dependencies": {
+                "@babel/helper-validator-identifier": "^7.28.5",
+                "js-tokens": "^4.0.0",
+                "picocolors": "^1.1.1"
+            },
+            "engines": {
+                "node": ">=6.9.0"
+            }
+        },
+        "node_modules/@babel/compat-data": {
+            "version": "7.29.0",
+            "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.29.0.tgz",
+            "integrity": "sha512-T1NCJqT/j9+cn8fvkt7jtwbLBfLC/1y1c7NtCeXFRgzGTsafi68MRv8yzkYSapBnFA6L3U2VSc02ciDzoAJhJg==",
+            "dev": true,
+            "license": "MIT",
+            "engines": {
+                "node": ">=6.9.0"
+            }
+        },
+        "node_modules/@babel/core": {
+            "version": "7.29.0",
+            "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.29.0.tgz",
+            "integrity": "sha512-CGOfOJqWjg2qW/Mb6zNsDm+u5vFQ8DxXfbM09z69p5Z6+mE1ikP2jUXw+j42Pf1XTYED2Rni5f95npYeuwMDQA==",
+            "dev": true,
+            "license": "MIT",
+            "dependencies": {
+                "@babel/code-frame": "^7.29.0",
+                "@babel/generator": "^7.29.0",
+                "@babel/helper-compilation-targets": "^7.28.6",
+                "@babel/helper-module-transforms": "^7.28.6",
+                "@babel/helpers": "^7.28.6",
+                "@babel/parser": "^7.29.0",
+                "@babel/template": "^7.28.6",
+                "@babel/traverse": "^7.29.0",
+                "@babel/types": "^7.29.0",
+                "@jridgewell/remapping": "^2.3.5",
+                "convert-source-map": "^2.0.0",
+                "debug": "^4.1.0",
+                "gensync": "^1.0.0-beta.2",
+                "json5": "^2.2.3",
+                "semver": "^6.3.1"
+            },
+            "engines": {
+                "node": ">=6.9.0"
+            },
+            "funding": {
+                "type": "opencollective",
+                "url": "https://opencollective.com/babel"
+            }
+        },
+        "node_modules/@babel/core/node_modules/semver": {
+            "version": "6.3.1",
+            "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.1.tgz",
+            "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
+            "dev": true,
+            "license": "ISC",
+            "bin": {
+                "semver": "bin/semver.js"
+            }
+        },
+        "node_modules/@babel/generator": {
+            "version": "7.29.1",
+            "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.29.1.tgz",
+            "integrity": "sha512-qsaF+9Qcm2Qv8SRIMMscAvG4O3lJ0F1GuMo5HR/Bp02LopNgnZBC/EkbevHFeGs4ls/oPz9v+Bsmzbkbe+0dUw==",
+            "dev": true,
+            "license": "MIT",
+            "dependencies": {
+                "@babel/parser": "^7.29.0",
+                "@babel/types": "^7.29.0",
+                "@jridgewell/gen-mapping": "^0.3.12",
+                "@jridgewell/trace-mapping": "^0.3.28",
+                "jsesc": "^3.0.2"
+            },
+            "engines": {
+                "node": ">=6.9.0"
+            }
+        },
+        "node_modules/@babel/helper-compilation-targets": {
+            "version": "7.28.6",
+            "resolved": "https://registry.npmjs.org/@babel/helper-compilation-targets/-/helper-compilation-targets-7.28.6.tgz",
+            "integrity": "sha512-JYtls3hqi15fcx5GaSNL7SCTJ2MNmjrkHXg4FSpOA/grxK8KwyZ5bubHsCq8FXCkua6xhuaaBit+3b7+VZRfcA==",
+            "dev": true,
+            "license": "MIT",
+            "dependencies": {
+                "@babel/compat-data": "^7.28.6",
+                "@babel/helper-validator-option": "^7.27.1",
+                "browserslist": "^4.24.0",
+                "lru-cache": "^5.1.1",
+                "semver": "^6.3.1"
+            },
+            "engines": {
+                "node": ">=6.9.0"
+            }
+        },
+        "node_modules/@babel/helper-compilation-targets/node_modules/semver": {
+            "version": "6.3.1",
+            "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.1.tgz",
+            "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
+            "dev": true,
+            "license": "ISC",
+            "bin": {
+                "semver": "bin/semver.js"
+            }
+        },
+        "node_modules/@babel/helper-globals": {
+            "version": "7.28.0",
+            "resolved": "https://registry.npmjs.org/@babel/helper-globals/-/helper-globals-7.28.0.tgz",
+            "integrity": "sha512-+W6cISkXFa1jXsDEdYA8HeevQT/FULhxzR99pxphltZcVaugps53THCeiWA8SguxxpSp3gKPiuYfSWopkLQ4hw==",
+            "dev": true,
+            "license": "MIT",
+            "engines": {
+                "node": ">=6.9.0"
+            }
+        },
+        "node_modules/@babel/helper-module-imports": {
+            "version": "7.28.6",
+            "resolved": "https://registry.npmjs.org/@babel/helper-module-imports/-/helper-module-imports-7.28.6.tgz",
+            "integrity": "sha512-l5XkZK7r7wa9LucGw9LwZyyCUscb4x37JWTPz7swwFE/0FMQAGpiWUZn8u9DzkSBWEcK25jmvubfpw2dnAMdbw==",
+            "dev": true,
+            "license": "MIT",
+            "dependencies": {
+                "@babel/traverse": "^7.28.6",
+                "@babel/types": "^7.28.6"
+            },
+            "engines": {
+                "node": ">=6.9.0"
+            }
+        },
+        "node_modules/@babel/helper-module-transforms": {
+            "version": "7.28.6",
+            "resolved": "https://registry.npmjs.org/@babel/helper-module-transforms/-/helper-module-transforms-7.28.6.tgz",
+            "integrity": "sha512-67oXFAYr2cDLDVGLXTEABjdBJZ6drElUSI7WKp70NrpyISso3plG9SAGEF6y7zbha/wOzUByWWTJvEDVNIUGcA==",
+            "dev": true,
+            "license": "MIT",
+            "dependencies": {
+                "@babel/helper-module-imports": "^7.28.6",
+                "@babel/helper-validator-identifier": "^7.28.5",
+                "@babel/traverse": "^7.28.6"
+            },
+            "engines": {
+                "node": ">=6.9.0"
+            },
+            "peerDependencies": {
+                "@babel/core": "^7.0.0"
+            }
+        },
+        "node_modules/@babel/helper-string-parser": {
+            "version": "7.27.1",
+            "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.27.1.tgz",
+            "integrity": "sha512-qMlSxKbpRlAridDExk92nSobyDdpPijUq2DW6oDnUqd0iOGxmQjyqhMIihI9+zv4LPyZdRje2cavWPbCbWm3eA==",
+            "dev": true,
+            "license": "MIT",
+            "engines": {
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@@ -2837,6 +6159,47 @@
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@@ -2878,6 +6241,105 @@
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@@ -2916,6 +6385,42 @@
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 }
diff --git a/cypress/package.json b/cypress/package.json
index 874cf371..c885077d 100644
--- a/cypress/package.json
+++ b/cypress/package.json
@@ -10,10 +10,16 @@
     "devDependencies": {
         "@cloudscape-design/components": "^3.0.886",
         "@percy/cypress": "^3.1.3",
+        "@stylistic/eslint-plugin": "^5.10.0",
         "cypress": "^13.17.0",
+        "eslint": "^9.39.0",
+        "eslint-plugin-react": "^7.37.5",
+        "eslint-plugin-react-hooks": "^7.0.1",
+        "globals": "^15.14.0",
         "husky": "^8.0.3",
         "lint-staged": "^13.3.0",
-        "typescript": "^4.9.5"
+        "typescript": "^5.7.3",
+        "typescript-eslint": "^8.58.1"
     },
     "scripts": {
         "cypress:open": "cypress open",
diff --git a/frontend/.eslintrc b/frontend/.eslintrc
index 702014d6..85c5a0fa 100644
--- a/frontend/.eslintrc
+++ b/frontend/.eslintrc
@@ -4,6 +4,10 @@
         "ecmaVersion": 12,
         "sourceType": "module"
     },
+    "plugins": [
+        "react",
+        "react-hooks"
+    ],
     "rules": {
         "eqeqeq": [
             "error",
diff --git a/frontend/.npmrc b/frontend/.npmrc
new file mode 100644
index 00000000..36ba30c5
--- /dev/null
+++ b/frontend/.npmrc
@@ -0,0 +1,3 @@
+# react-scripts@5 peers pin TypeScript ^3||^4 and an older ESLint ecosystem; this project uses
+# newer devDependencies. npm's strict peer resolution blocks installs otherwise.
+legacy-peer-deps=true
diff --git a/frontend/docs/.vitepress/config.mts b/frontend/docs/.vitepress/config.mts
index 5d6407c1..0ea15c83 100644
--- a/frontend/docs/.vitepress/config.mts
+++ b/frontend/docs/.vitepress/config.mts
@@ -1,5 +1,5 @@
 import { defineConfig } from 'vitepress';
-import { APPLICATION_NAME } from '../../../lib/constants';
+import { APPLICATION_NAME } from '../../../lib/application-metadata';
 import { tabsMarkdownPlugin } from 'vitepress-plugin-tabs'
 
 const docItems = [
diff --git a/frontend/docs/user-guide/labeling-jobs.md b/frontend/docs/user-guide/labeling-jobs.md
index 14d00840..e9d30060 100644
--- a/frontend/docs/user-guide/labeling-jobs.md
+++ b/frontend/docs/user-guide/labeling-jobs.md
@@ -24,7 +24,7 @@ In the Job overview section, provide the following information:
 
 In the Task type section, provide the following information:
 
-- Task category – Use the drop down menu to select Image or Text. Ground Truth will use all images found in the S3 manifest for input datasets as input for your labeling job.
+- Task category – Use the drop down menu to select Image, Text, or Custom. Ground Truth will use all images found in the S3 manifest for input datasets as input for your labeling job.
 - Task selection – Select one of the tiles to use the supported task types.
 
 Choose Next to move on to configuring your labeling job.
@@ -45,4 +45,9 @@ In the Label verification tool section, provide the following information:
 - Short instructions – Provides instructions that are displayed on the page with the image that your workers are labeling.
 - Full instructions – Provides more detailed instructions for your workers. Expand the Additional instructions section to include full instructions.
 
+### Custom Tasks
+Custom tasks allow you to upload your own html template file.  This template file will be what your labeling workforce will see when labeling the input dataset.
+- Select 'Custom' from the task category dropdown
+- Fill out the custom task title and description
+
 Both instructions areas are rich text editors enabling you to format your instructions in an organized and clean way. You can also add links and images to your instructions. To add a link, highlight the text you want to turn into a hyperlink and select the link icon. When you add an image by selecting the image icon, a tooltip will pop up allowing you to include a URL or an S3 URI to an image. When adding a S3 URI, enter `{{ 'https://s3.amazonaws.com/your-bucket-name/image-file-name' | grant_read_access }}`. This renders the image URL with a short-lived, one-time access code appended so the worker's browser can display it.
\ No newline at end of file
diff --git a/frontend/package-lock.json b/frontend/package-lock.json
index 47d82246..4143e02b 100644
--- a/frontend/package-lock.json
+++ b/frontend/package-lock.json
@@ -1,66 +1,72 @@
 {
   "name": "@amzn/mlspace",
-  "version": "1.7",
+  "version": "1.7.2",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "@amzn/mlspace",
-      "version": "1.7",
-      "dependencies": {
-        "@cloudscape-design/components": "^3.0.886",
-        "@cloudscape-design/components-themeable": "^3.0.898",
-        "@cloudscape-design/design-tokens": "^3.0.51",
-        "@cloudscape-design/global-styles": "^1.0.35",
-        "@reduxjs/toolkit": "^1.9.7",
-        "@tiptap/extension-color": "^2.11.5",
-        "@tiptap/extension-image": "^2.11.5",
-        "@tiptap/extension-link": "^2.11.5",
-        "@tiptap/extension-text-style": "^2.11.5",
-        "@tiptap/pm": "^2.11.5",
-        "@tiptap/react": "^2.11.5",
-        "@tiptap/starter-kit": "^2.11.5",
-        "@uiw/react-markdown-preview": "^5.1.5",
-        "ace-builds": "^1.37.5",
-        "axios": "^1.7.9",
+      "version": "1.7.2",
+      "dependencies": {
+        "@cloudscape-design/components": "^3.0.1267",
+        "@cloudscape-design/components-themeable": "^3.0.1273",
+        "@cloudscape-design/design-tokens": "^3.0.78",
+        "@cloudscape-design/global-styles": "^1.0.56",
+        "@reduxjs/toolkit": "^2.11.2",
+        "@tiptap/extension-color": "^3.22.3",
+        "@tiptap/extension-image": "^3.22.3",
+        "@tiptap/extension-link": "^3.22.3",
+        "@tiptap/extension-text-style": "^3.22.3",
+        "@tiptap/pm": "^3.22.3",
+        "@tiptap/react": "^3.22.3",
+        "@tiptap/starter-kit": "^3.22.3",
+        "@uiw/react-markdown-preview": "^5.2.0",
+        "ace-builds": "^1.43.6",
+        "axios": "^1.15.0",
         "git-repo-info": "^2.1.1",
-        "jest-mock-axios": "^4.8.0",
+        "jest-mock-axios": "^4.9.0",
         "js-yaml": "^4.1.1",
-        "lodash": "^4.17.23",
-        "react": "^18.3.1",
-        "react-dom": "^18.3.1",
-        "react-redux": "^8.1.3",
-        "react-router-dom": "^6.29.0",
+        "lodash": "^4.18.1",
+        "react": "^19.2.4",
+        "react-dom": "^19.2.4",
+        "react-redux": "^9.2.0",
+        "react-router-dom": "^7.14.0",
         "redux-persist": "^6.0.0",
-        "zod": "^3.24.1"
+        "zod": "^4.3.6"
       },
       "devDependencies": {
         "@babel/plugin-proposal-private-property-in-object": "^7.21.11",
-        "@stylistic/eslint-plugin": "^1.8.1",
-        "@testing-library/jest-dom": "^5.17.0",
-        "@testing-library/react": "^14.3.1",
+        "@stylistic/eslint-plugin": "^5.10.0",
+        "@testing-library/dom": "^10.4.0",
+        "@testing-library/jest-dom": "^6.9.1",
+        "@testing-library/react": "^16.3.2",
         "@testing-library/user-event": "^14.6.1",
-        "@types/jest": "^27.5.2",
-        "@types/lodash": "^4.17.15",
-        "@types/node": "^16.18.126",
-        "@types/react": "^18.3.18",
-        "@types/react-dom": "^18.3.5",
+        "@types/jest": "^30.0.0",
+        "@types/lodash": "^4.17.24",
+        "@types/node": "^25.5.2",
+        "@types/react": "^19.2.14",
+        "@types/react-dom": "^19.2.3",
         "@types/redux-mock-store": "^1.5.0",
         "@types/redux-persist": "^4.3.1",
-        "@types/sinon": "^10.0.20",
-        "@types/uuid": "^9.0.8",
-        "aws-cdk-lib": "^2.177.0",
-        "eslint": "^8.57.1",
-        "eslint-import-resolver-typescript": "^3.7.0",
-        "eslint-plugin-import": "^2.31.0",
-        "eslint-plugin-simple-import-sort": "^10.0.0",
-        "eslint-plugin-spellcheck": "0.0.19",
-        "lint-staged": "^15.4.3",
+        "@types/sinon": "^21.0.1",
+        "@types/uuid": "^11.0.0",
+        "@typescript-eslint/eslint-plugin": "^8.58.1",
+        "@typescript-eslint/parser": "^8.58.1",
+        "ajv": "^8.17.1",
+        "aws-cdk-lib": "^2.248.0",
+        "eslint": "^9.39.0",
+        "eslint-import-resolver-typescript": "^4.4.4",
+        "eslint-plugin-import": "^2.32.0",
+        "eslint-plugin-react": "^7.37.5",
+        "eslint-plugin-react-hooks": "^7.0.1",
+        "eslint-plugin-simple-import-sort": "^13.0.0",
+        "eslint-plugin-spellcheck": "0.0.20",
+        "lint-staged": "^16.4.0",
         "react-scripts": "5.0.1",
         "redux-mock-store": "^1.5.5",
-        "typescript": "^4.9.5",
+        "typescript": "^6.0.2",
         "vitepress": "^1.6.4",
-        "vitepress-plugin-tabs": "^0.7.3"
+        "vitepress-plugin-tabs": "^0.8.0"
       }
     },
     "node_modules/@adobe/css-tools": {
@@ -71,16 +77,16 @@
       "license": "MIT"
     },
     "node_modules/@algolia/abtesting": {
-      "version": "1.12.4",
-      "resolved": "https://registry.npmjs.org/@algolia/abtesting/-/abtesting-1.12.4.tgz",
-      "integrity": "sha512-lnxyHf4/EGgJHf+/BhmQD+jvNQIn8DhDX32f5TwHelT+hvldOBN9ytRiI3LNk27G2dymUiX3Q76w9IOM+coIEw==",
+      "version": "1.16.1",
+      "resolved": "https://registry.npmjs.org/@algolia/abtesting/-/abtesting-1.16.1.tgz",
+      "integrity": "sha512-Xxk4l00pYI+jE0PNw8y0MvsQWh5278WRtZQav8/BMMi3HKi2xmeuqe11WJ3y8/6nuBHdv39w76OpJb09TMfAVQ==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@algolia/client-common": "5.46.4",
-        "@algolia/requester-browser-xhr": "5.46.4",
-        "@algolia/requester-fetch": "5.46.4",
-        "@algolia/requester-node-http": "5.46.4"
+        "@algolia/client-common": "5.50.1",
+        "@algolia/requester-browser-xhr": "5.50.1",
+        "@algolia/requester-fetch": "5.50.1",
+        "@algolia/requester-node-http": "5.50.1"
       },
       "engines": {
         "node": ">= 14.0.0"
@@ -136,41 +142,41 @@
       }
     },
     "node_modules/@algolia/client-abtesting": {
-      "version": "5.46.4",
-      "resolved": "https://registry.npmjs.org/@algolia/client-abtesting/-/client-abtesting-5.46.4.tgz",
-      "integrity": "sha512-UnonM7xiPWPatk76XdVHXcA4mocqwKWGXRtwca2OUH6m1r/CVnvTKfJ1KhhF79+I3Ro32+6BN6xeXhbfTNxH5w==",
+      "version": "5.50.1",
+      "resolved": "https://registry.npmjs.org/@algolia/client-abtesting/-/client-abtesting-5.50.1.tgz",
+      "integrity": "sha512-4peZlPXMwTOey9q1rQKMdCnwZb/E95/1e+7KujXpLLSh0FawJzg//U2NM+r4AiJy4+naT2MTBhj0K30yshnVTA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@algolia/client-common": "5.46.4",
-        "@algolia/requester-browser-xhr": "5.46.4",
-        "@algolia/requester-fetch": "5.46.4",
-        "@algolia/requester-node-http": "5.46.4"
+        "@algolia/client-common": "5.50.1",
+        "@algolia/requester-browser-xhr": "5.50.1",
+        "@algolia/requester-fetch": "5.50.1",
+        "@algolia/requester-node-http": "5.50.1"
       },
       "engines": {
         "node": ">= 14.0.0"
       }
     },
     "node_modules/@algolia/client-analytics": {
-      "version": "5.46.4",
-      "resolved": "https://registry.npmjs.org/@algolia/client-analytics/-/client-analytics-5.46.4.tgz",
-      "integrity": "sha512-yXBj+Fiqt0EVBAP8dvZIec/H5sgDOqggU/Yctza0T3gONW/4LKK9MLRs4IBUG+zr+CvGKGgBvw/R0ihKfM4pOw==",
+      "version": "5.50.1",
+      "resolved": "https://registry.npmjs.org/@algolia/client-analytics/-/client-analytics-5.50.1.tgz",
+      "integrity": "sha512-i+aWHHG8NZvGFHtPeMZkxL2Loc6Fm7iaRo15lYSMx8gFL+at9vgdWxhka7mD1fqxkrxXsQstUBCIsSY8FvkEOw==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@algolia/client-common": "5.46.4",
-        "@algolia/requester-browser-xhr": "5.46.4",
-        "@algolia/requester-fetch": "5.46.4",
-        "@algolia/requester-node-http": "5.46.4"
+        "@algolia/client-common": "5.50.1",
+        "@algolia/requester-browser-xhr": "5.50.1",
+        "@algolia/requester-fetch": "5.50.1",
+        "@algolia/requester-node-http": "5.50.1"
       },
       "engines": {
         "node": ">= 14.0.0"
       }
     },
     "node_modules/@algolia/client-common": {
-      "version": "5.46.4",
-      "resolved": "https://registry.npmjs.org/@algolia/client-common/-/client-common-5.46.4.tgz",
-      "integrity": "sha512-6yhVfyj6Gw6aBKIq87bZL+CJnYcr8Gvt+a5UfAKmXuJQlvYLZ1OfIOkpZ/jiRKJHhwDjUnl8GybWsyaM9pl5mA==",
+      "version": "5.50.1",
+      "resolved": "https://registry.npmjs.org/@algolia/client-common/-/client-common-5.50.1.tgz",
+      "integrity": "sha512-Hw52Fwapyk/7hMSV/fI4+s3H9MGZEUcRh4VphyXLAk2oLYdndVUkc6KBi0zwHSzwPAr+ZBwFPe2x6naUt9mZGw==",
       "dev": true,
       "license": "MIT",
       "engines": {
@@ -178,151 +184,151 @@
       }
     },
     "node_modules/@algolia/client-insights": {
-      "version": "5.46.4",
-      "resolved": "https://registry.npmjs.org/@algolia/client-insights/-/client-insights-5.46.4.tgz",
-      "integrity": "sha512-4nccpwc9SaMxZB5UsRyjLnHgrZ0KeE92Z0jx0X7xFhLzZ2Va6dSkvgKA4BfREE7mil/cqS2SgaEn8T1mSgJKFA==",
+      "version": "5.50.1",
+      "resolved": "https://registry.npmjs.org/@algolia/client-insights/-/client-insights-5.50.1.tgz",
+      "integrity": "sha512-Bn/wtwhJ7p1OD/6pY+Zzn+zlu2N/SJnH46md/PAbvqIzmjVuwjNwD4y0vV5Ov8naeukXdd7UU9v550+v8+mtlg==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@algolia/client-common": "5.46.4",
-        "@algolia/requester-browser-xhr": "5.46.4",
-        "@algolia/requester-fetch": "5.46.4",
-        "@algolia/requester-node-http": "5.46.4"
+        "@algolia/client-common": "5.50.1",
+        "@algolia/requester-browser-xhr": "5.50.1",
+        "@algolia/requester-fetch": "5.50.1",
+        "@algolia/requester-node-http": "5.50.1"
       },
       "engines": {
         "node": ">= 14.0.0"
       }
     },
     "node_modules/@algolia/client-personalization": {
-      "version": "5.46.4",
-      "resolved": "https://registry.npmjs.org/@algolia/client-personalization/-/client-personalization-5.46.4.tgz",
-      "integrity": "sha512-ultQNOVFoPFKpNtCrGk80tPWzf2e7VEsAJOUXFm2hiLvF6GWLS5QI2GRJ/EhYMeaC/rihptC+/lMjWSRp68FXQ==",
+      "version": "5.50.1",
+      "resolved": "https://registry.npmjs.org/@algolia/client-personalization/-/client-personalization-5.50.1.tgz",
+      "integrity": "sha512-0V4Tu0RWR8YxkgI9EPVOZHGE4K5pEIhkLNN0CTkP/rnPsqaaSQpNMYW3/mGWdiKOWbX0iVmwLB9QESk3H0jS5g==",
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       "license": "MIT",
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-        "@algolia/requester-browser-xhr": "5.46.4",
-        "@algolia/requester-fetch": "5.46.4",
-        "@algolia/requester-node-http": "5.46.4"
+        "@algolia/client-common": "5.50.1",
+        "@algolia/requester-browser-xhr": "5.50.1",
+        "@algolia/requester-fetch": "5.50.1",
+        "@algolia/requester-node-http": "5.50.1"
       },
       "engines": {
         "node": ">= 14.0.0"
       }
     },
     "node_modules/@algolia/client-query-suggestions": {
-      "version": "5.46.4",
-      "resolved": "https://registry.npmjs.org/@algolia/client-query-suggestions/-/client-query-suggestions-5.46.4.tgz",
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+      "version": "5.50.1",
+      "resolved": "https://registry.npmjs.org/@algolia/client-query-suggestions/-/client-query-suggestions-5.50.1.tgz",
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       "license": "MIT",
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-        "@algolia/requester-browser-xhr": "5.46.4",
-        "@algolia/requester-fetch": "5.46.4",
-        "@algolia/requester-node-http": "5.46.4"
+        "@algolia/client-common": "5.50.1",
+        "@algolia/requester-browser-xhr": "5.50.1",
+        "@algolia/requester-fetch": "5.50.1",
+        "@algolia/requester-node-http": "5.50.1"
       },
       "engines": {
         "node": ">= 14.0.0"
       }
     },
     "node_modules/@algolia/client-search": {
-      "version": "5.46.4",
-      "resolved": "https://registry.npmjs.org/@algolia/client-search/-/client-search-5.46.4.tgz",
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+      "version": "5.50.1",
+      "resolved": "https://registry.npmjs.org/@algolia/client-search/-/client-search-5.50.1.tgz",
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       "license": "MIT",
       "dependencies": {
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-        "@algolia/requester-browser-xhr": "5.46.4",
-        "@algolia/requester-fetch": "5.46.4",
-        "@algolia/requester-node-http": "5.46.4"
+        "@algolia/client-common": "5.50.1",
+        "@algolia/requester-browser-xhr": "5.50.1",
+        "@algolia/requester-fetch": "5.50.1",
+        "@algolia/requester-node-http": "5.50.1"
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       "engines": {
         "node": ">= 14.0.0"
       }
     },
     "node_modules/@algolia/ingestion": {
-      "version": "1.46.4",
-      "resolved": "https://registry.npmjs.org/@algolia/ingestion/-/ingestion-1.46.4.tgz",
-      "integrity": "sha512-Nto+a0B/vPGlGhZtaDlOwi6jacdZOlsUMBHG1X3JgYtrFl4ugJEVKmpx73R9N8+EZWjJQBJrPS7jZEAoB0r8mA==",
+      "version": "1.50.1",
+      "resolved": "https://registry.npmjs.org/@algolia/ingestion/-/ingestion-1.50.1.tgz",
+      "integrity": "sha512-0GmfSgDQK6oiIVXnJvGxtNFOfosBspRTR7csCOYCTL1P8QtxX2vDCIKwTM7xdSAEbJaZ43QlWg25q0Qdsndz8Q==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@algolia/client-common": "5.46.4",
-        "@algolia/requester-browser-xhr": "5.46.4",
-        "@algolia/requester-fetch": "5.46.4",
-        "@algolia/requester-node-http": "5.46.4"
+        "@algolia/client-common": "5.50.1",
+        "@algolia/requester-browser-xhr": "5.50.1",
+        "@algolia/requester-fetch": "5.50.1",
+        "@algolia/requester-node-http": "5.50.1"
       },
       "engines": {
         "node": ">= 14.0.0"
       }
     },
     "node_modules/@algolia/monitoring": {
-      "version": "1.46.4",
-      "resolved": "https://registry.npmjs.org/@algolia/monitoring/-/monitoring-1.46.4.tgz",
-      "integrity": "sha512-bDqyfurjiQorhdrtmHIrJ8V2LOvcqgUTP7lMpisMayObBW/V0meWn0VDkPTEFAJkjf2K7SnPHa8hbJhEuSSpqA==",
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+      "resolved": "https://registry.npmjs.org/@algolia/monitoring/-/monitoring-1.50.1.tgz",
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       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@algolia/client-common": "5.46.4",
-        "@algolia/requester-browser-xhr": "5.46.4",
-        "@algolia/requester-fetch": "5.46.4",
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+      "license": "MIT",
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-      "deprecated": "Glob versions prior to v9 are no longer supported",
+      "deprecated": "Old versions of glob are not supported, and contain widely publicized security vulnerabilities, which have been fixed in the current version. Please update. Support for old versions may be purchased (at exorbitant rates) by contacting i@izs.me",
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@@ -32158,24 +31436,20 @@
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-      "license": "ISC",
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+      "license": "MIT",
+      "bin": {
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@@ -32436,6 +31710,15 @@
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+      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
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+      "license": "MIT",
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@@ -32465,16 +31748,16 @@
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+    "node_modules/wrap-ansi-cjs/node_modules/strip-ansi": {
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+      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
+      "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
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-      "engines": {
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-      "funding": {
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+      "engines": {
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@@ -32489,21 +31772,6 @@
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@@ -32524,9 +31792,9 @@
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@@ -32617,6 +31885,15 @@
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+      "license": "MIT",
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@@ -32646,6 +31923,18 @@
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@@ -32659,14 +31948,27 @@
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+    "node_modules/zod-validation-error": {
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+      "dev": true,
+      "license": "MIT",
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diff --git a/frontend/package.json b/frontend/package.json
index 23bc9d39..2834c2a0 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -1,48 +1,47 @@
 {
   "name": "@amzn/mlspace",
   "homepage": "/Prod",
-  "version": "1.7.1",
+  "version": "1.7.2",
   "main": "dist/lib/index.js",
   "types": "dist/types/index.d.ts",
   "private": true,
   "dependencies": {
-    "@cloudscape-design/components": "^3.0.886",
-    "@cloudscape-design/components-themeable": "^3.0.898",
-    "@cloudscape-design/design-tokens": "^3.0.51",
-    "@cloudscape-design/global-styles": "^1.0.35",
-    "@reduxjs/toolkit": "^1.9.7",
-    "@tiptap/extension-color": "^2.11.5",
-    "@tiptap/extension-image": "^2.11.5",
-    "@tiptap/extension-link": "^2.11.5",
-    "@tiptap/extension-text-style": "^2.11.5",
-    "@tiptap/pm": "^2.11.5",
-    "@tiptap/react": "^2.11.5",
-    "@tiptap/starter-kit": "^2.11.5",
-    "@uiw/react-markdown-preview": "^5.1.5",
-    "ace-builds": "^1.37.5",
-    "axios": "^1.7.9",
+    "@cloudscape-design/components": "^3.0.1267",
+    "@cloudscape-design/components-themeable": "^3.0.1273",
+    "@cloudscape-design/design-tokens": "^3.0.78",
+    "@cloudscape-design/global-styles": "^1.0.56",
+    "@reduxjs/toolkit": "^2.11.2",
+    "@tiptap/extension-color": "^3.22.3",
+    "@tiptap/extension-image": "^3.22.3",
+    "@tiptap/extension-link": "^3.22.3",
+    "@tiptap/extension-text-style": "^3.22.3",
+    "@tiptap/pm": "^3.22.3",
+    "@tiptap/react": "^3.22.3",
+    "@tiptap/starter-kit": "^3.22.3",
+    "@uiw/react-markdown-preview": "^5.2.0",
+    "ace-builds": "^1.43.6",
+    "axios": "^1.15.0",
     "git-repo-info": "^2.1.1",
-    "jest-mock-axios": "^4.8.0",
+    "jest-mock-axios": "^4.9.0",
     "js-yaml": "^4.1.1",
-    "lodash": "^4.17.23",
-    "react": "^18.3.1",
-    "react-dom": "^18.3.1",
-    "react-redux": "^8.1.3",
-    "react-router-dom": "^6.29.0",
+    "lodash": "^4.18.1",
+    "react": "^19.2.4",
+    "react-dom": "^19.2.4",
+    "react-redux": "^9.2.0",
+    "react-router-dom": "^7.14.0",
     "redux-persist": "^6.0.0",
-    "zod": "^3.24.1"
+    "zod": "^4.3.6"
   },
   "scripts": {
     "start": "PORT=3000 react-scripts start",
-    "build": "node ./scripts/set-revision-info.mjs && react-scripts build && npm run docs:build",
-    "prepare": "npm run-script build",
+    "build": "node ./scripts/set-revision-info.mjs && DISABLE_ESLINT_PLUGIN=true react-scripts build && npm run docs:build",
     "test": "CI=true react-scripts test --coverage",
     "eject": "react-scripts eject",
     "lint:fix": "eslint --fix src/",
     "format": "eslint --fix src/",
     "clean": "rm -rf node_modules dist && rm -f -- package-lock.json",
     "release": "npm run build",
-    "prepublish": "tsc --project ./tsconfig.json",
+    "prepublishOnly": "tsc --project ./tsconfig.json",
     "docs:dev": "vitepress dev docs",
     "docs:build": "vitepress build docs",
     "docs:preview": "vitepress preview docs"
@@ -61,31 +60,37 @@
   },
   "devDependencies": {
     "@babel/plugin-proposal-private-property-in-object": "^7.21.11",
-    "@stylistic/eslint-plugin": "^1.8.1",
-    "@testing-library/jest-dom": "^5.17.0",
-    "@testing-library/react": "^14.3.1",
+    "ajv": "^8.17.1",
+    "@typescript-eslint/eslint-plugin": "^8.58.1",
+    "@typescript-eslint/parser": "^8.58.1",
+    "@stylistic/eslint-plugin": "^5.10.0",
+    "@testing-library/dom": "^10.4.0",
+    "@testing-library/jest-dom": "^6.9.1",
+    "@testing-library/react": "^16.3.2",
     "@testing-library/user-event": "^14.6.1",
-    "@types/jest": "^27.5.2",
-    "@types/lodash": "^4.17.15",
-    "@types/node": "^16.18.126",
-    "@types/react": "^18.3.18",
-    "@types/react-dom": "^18.3.5",
+    "@types/jest": "^30.0.0",
+    "@types/lodash": "^4.17.24",
+    "@types/node": "^25.5.2",
+    "@types/react": "^19.2.14",
+    "@types/react-dom": "^19.2.3",
     "@types/redux-mock-store": "^1.5.0",
     "@types/redux-persist": "^4.3.1",
-    "@types/sinon": "^10.0.20",
-    "@types/uuid": "^9.0.8",
-    "aws-cdk-lib": "^2.177.0",
-    "eslint": "^8.57.1",
-    "eslint-import-resolver-typescript": "^3.7.0",
-    "eslint-plugin-import": "^2.31.0",
-    "eslint-plugin-simple-import-sort": "^10.0.0",
-    "eslint-plugin-spellcheck": "0.0.19",
-    "lint-staged": "^15.4.3",
+    "@types/sinon": "^21.0.1",
+    "@types/uuid": "^11.0.0",
+    "aws-cdk-lib": "^2.248.0",
+    "eslint": "^9.39.0",
+    "eslint-plugin-react": "^7.37.5",
+    "eslint-plugin-react-hooks": "^7.0.1",
+    "eslint-import-resolver-typescript": "^4.4.4",
+    "eslint-plugin-import": "^2.32.0",
+    "eslint-plugin-simple-import-sort": "^13.0.0",
+    "eslint-plugin-spellcheck": "0.0.20",
+    "lint-staged": "^16.4.0",
     "react-scripts": "5.0.1",
     "redux-mock-store": "^1.5.5",
-    "typescript": "^4.9.5",
+    "typescript": "^6.0.2",
     "vitepress": "^1.6.4",
-    "vitepress-plugin-tabs": "^0.7.3"
+    "vitepress-plugin-tabs": "^0.8.0"
   },
   "overrides": {
     "react-scripts": {
diff --git a/frontend/src/content/images/console/groundtruth/tasktype-custom.png b/frontend/src/content/images/console/groundtruth/tasktype-custom.png
new file mode 100644
index 00000000..037921ce
Binary files /dev/null and b/frontend/src/content/images/console/groundtruth/tasktype-custom.png differ
diff --git a/frontend/src/contexts/AuthContext.tsx b/frontend/src/contexts/AuthContext.tsx
index 15556cdb..34c5d8c7 100644
--- a/frontend/src/contexts/AuthContext.tsx
+++ b/frontend/src/contexts/AuthContext.tsx
@@ -188,13 +188,19 @@ export const AuthProvider: React.FC<AuthProviderProps> = ({
     
 
     
-    const login = (redirectUrl?: string) => {
+    const login = () => {
         // For login redirect, we need to construct the full URL since it's a page redirect
-        const baseUrl = (window as any).env?.LAMBDA_ENDPOINT || window.location.origin;
-        const loginUrl = new URL('auth/login', baseUrl);
-        if (redirectUrl) {
-            loginUrl.searchParams.set('redirectUrl', redirectUrl);
+        const baseUrl: string | undefined = (window as any).env?.LAMBDA_ENDPOINT || undefined;
+        if (!baseUrl) {
+            throw new Error('LAMBDA_ENDPOINT is not defined');
         }
+
+        // Remove trailing slashes and extract the stage
+        const stage = baseUrl.replace(/\/+$/, '').split('/').at(-1);
+        const loginUrl = new URL(`${stage}/auth/login`, baseUrl.split(stage || '')[0]);
+        
+        loginUrl.searchParams.set('redirectUrl', `${window.location.origin}/${stage}`);
+
         window.location.href = loginUrl.toString();
     };
     
@@ -217,7 +223,7 @@ export const AuthProvider: React.FC<AuthProviderProps> = ({
             if (response.data.idpLogoutUrl) {
                 window.location.href = response.data.idpLogoutUrl;
             }
-        } catch (error) {
+        } catch {
             setState((prev) => ({
                 ...prev,
                 error: 'Failed to logout'
diff --git a/frontend/src/entities/configuration/activated-services-configuration.tsx b/frontend/src/entities/configuration/activated-services-configuration.tsx
index 28f9cc5f..8dba9958 100644
--- a/frontend/src/entities/configuration/activated-services-configuration.tsx
+++ b/frontend/src/entities/configuration/activated-services-configuration.tsx
@@ -45,7 +45,7 @@ const generateDescription = () => {
         be available for use within notebooks. IAM permissions  that control access to these services within 
         the MLSpace user interface and Jupyter Notebooks will automatically update.  Deactivating services will 
         suspend all active corresponding jobs and instances associated with the service.` : 
-        `. Due to dynamic roles not being in use, deactivating a service will not limit the ability of users to
+            `. Due to dynamic roles not being in use, deactivating a service will not limit the ability of users to
         leverage that service in notebooks.`}
     `;
 };
diff --git a/frontend/src/entities/configuration/dynamic-configuration.tsx b/frontend/src/entities/configuration/dynamic-configuration.tsx
index 8a2ba577..d36e36c6 100644
--- a/frontend/src/entities/configuration/dynamic-configuration.tsx
+++ b/frontend/src/entities/configuration/dynamic-configuration.tsx
@@ -208,7 +208,7 @@ export function DynamicConfiguration () {
                                     }
                                 }}
                             >
-                                    Actions
+                                Actions
                             </ButtonDropdown>
                         </SpaceBetween>
                     </Grid>
@@ -285,7 +285,7 @@ export function DynamicConfiguration () {
                             data-cy='dynamic-configuration-submit'
                             disabled={state.formSubmitting}
                         >
-                        Save Changes
+                            Save Changes
                         </Button>
                     </SpaceBetween>
                 </SpaceBetween>
diff --git a/frontend/src/entities/dataset/dataset.tsx b/frontend/src/entities/dataset/dataset.tsx
index 76c2b3f6..fd8ff6cd 100644
--- a/frontend/src/entities/dataset/dataset.tsx
+++ b/frontend/src/entities/dataset/dataset.tsx
@@ -42,8 +42,10 @@ export const Dataset = ({isAdmin}: DatasetProperties) => {
 
     if (isAdmin) {
         DocTitle('All Datasets');
+    } else if (!projectName) {
+        DocTitle('Datasets');
     } else {
-        !projectName ? DocTitle('Datasets') : DocTitle(projectName!.concat(' Datasets'));
+        DocTitle(projectName!.concat(' Datasets'));
     }
 
     useEffect(() => {
diff --git a/frontend/src/entities/endpoint-config/create/endpoint-config-create.tsx b/frontend/src/entities/endpoint-config/create/endpoint-config-create.tsx
index 297fdfcb..4725e761 100644
--- a/frontend/src/entities/endpoint-config/create/endpoint-config-create.tsx
+++ b/frontend/src/entities/endpoint-config/create/endpoint-config-create.tsx
@@ -140,7 +140,7 @@ export function EndpointConfigCreate ({ createConfigCallback }: EndpointConfigCr
                                     `${newEndpointConfig.EndpointConfigName!}`
                                 );
                                 createConfigCallback(newConfig.data, true);
-                            } catch (err) {
+                            } catch {
                                 notificationService.generateNotification(
                                     `Failed to retrieve endpoint configuration details with error: ${response.data}`,
                                     'error'
diff --git a/frontend/src/entities/endpoint-config/endpoint-config.tsx b/frontend/src/entities/endpoint-config/endpoint-config.tsx
index c71c4259..9f96a4a9 100644
--- a/frontend/src/entities/endpoint-config/endpoint-config.tsx
+++ b/frontend/src/entities/endpoint-config/endpoint-config.tsx
@@ -83,7 +83,7 @@ export const EndpointConfig = ({
             try {
                 const selectedConfig = await getEndpointConfigByName(endpointConfigs[0].resourceId);
                 return setSelectedConfig(selectedConfig.data);
-            } catch (err) {
+            } catch {
                 notificationService.generateNotification(
                     'Failed to retrieve endpoint configuration details.',
                     'error'
diff --git a/frontend/src/entities/group/create/group-create.tsx b/frontend/src/entities/group/create/group-create.tsx
index 04e7f0fe..71fe3470 100644
--- a/frontend/src/entities/group/create/group-create.tsx
+++ b/frontend/src/entities/group/create/group-create.tsx
@@ -161,7 +161,7 @@ export function GroupCreate ({isEdit}: GroupCreateProperties) {
                     'error'
                 );
             }
-        } catch (e) {
+        } catch {
             notificationService.generateNotification(
                 `Failed to ${isEdit ? 'update' : 'create'} group ${state.form.name}`,
                 'error'
diff --git a/frontend/src/entities/jobs/labeling/create/labeling-job-create.tsx b/frontend/src/entities/jobs/labeling/create/labeling-job-create.tsx
index 1f1958cc..809c7c6f 100644
--- a/frontend/src/entities/jobs/labeling/create/labeling-job-create.tsx
+++ b/frontend/src/entities/jobs/labeling/create/labeling-job-create.tsx
@@ -26,6 +26,7 @@ import { ILabelingJobCreate, LabelingJobCategory } from '../labeling-job.model';
 import { createDefaultLabelingJob } from '../../create.functions';
 import LabelingJobSpecifyDetails from './labeling-job-specify-details';
 import LabelingJobSelectWorkers from './labeling-job-select-workers';
+import { LabelingJobCustom } from './labeling-job-custom';
 import z from 'zod';
 import {
     issuesToErrors,
@@ -66,6 +67,7 @@ export type ILabelingJobCreateForm = {
     shortInstruction: string;
     fullInstruction: string;
     description: string;
+    custom_task_template?: string;
 };
 
 export type LabelingJobCreateState = {
@@ -101,13 +103,25 @@ export function LabelingJobCreate () {
                 .regex(/[a-zA-Z0-9]$/),
             LabelAttributeName: z
                 .string()
-                .min(1)
                 .max(59)
                 .regex(/^[a-zA-Z0-9-]+(?<!-metadata)$/, { message: 'Must not end with -metadata' })
                 .regex(/^[a-zA-Z0-9-]+(?<!-ref)$/, { message: 'Must not end with -ref' })
                 .regex(/^[a-zA-Z0-9]/)
                 .regex(/[a-zA-Z0-9]$/)
-                .optional(),
+                .optional()
+                .or(z.literal('')),
+            InputLabelAttributeName: z
+                .string()
+                .max(59)
+                .regex(/^[a-zA-Z0-9-]+$/, {
+                    message: 'Name can only contain alphanumeric characters and hyphens (-)',
+                })
+                .regex(/^[a-zA-Z0-9-]+(?<!-metadata)$/, { message: 'Must not end with -metadata' })
+                .regex(/^[a-zA-Z0-9-]+(?<!-ref)$/, { message: 'Must not end with -ref' })
+                .regex(/^[a-zA-Z0-9]/)
+                .regex(/[a-zA-Z0-9]$/)
+                .optional()
+                .or(z.literal('')),
             InputConfig: z.object({
                 DataSource: z.object({
                     S3DataSource: z.object({
@@ -147,7 +161,17 @@ export function LabelingJobCreate () {
                     }),
                 WorkteamArn: z.string().min(1, {
                     message: 'A labeling team must be selected.',
-                })
+                }),
+                TaskTitle: z
+                    .string()
+                    .min(1, { message: 'Task title is required.' })
+                    .max(128, { message: 'Task title must not exceed 128 characters.' })
+                    .optional(),
+                TaskDescription: z
+                    .string()
+                    .min(1, { message: 'Task description is required.' })
+                    .max(255, { message: 'Task description must not exceed 255 characters.' })
+                    .optional(),
             }),
         }),
         taskSelection: z.any(),
@@ -159,6 +183,16 @@ export function LabelingJobCreate () {
             )
             .min(2, { message: 'A minimum of two labels are required.' }),
         description: z.string().min(1, { message: 'Brief description of task field is required.' }),
+        custom_task_template: z.string().optional(),
+    }).refine((data) => {
+        // If the tasktype is PassThrough (Custom) ensure the template isn't blank
+        if (data.taskSelection === LabelingJobTypes.PassThrough) {
+            return data.custom_task_template && data.custom_task_template.trim().length > 0;
+        }
+        return true;
+    }, {
+        message: 'Custom task template is required.',
+        path: ['custom_task_template'],
     });
 
     const { state, setState, setFields, touchFields } = useValidationReducer(formSchema, {
@@ -181,6 +215,7 @@ export function LabelingJobCreate () {
                 TASK_TYPE_CONFIG[LabelingJobCategory.Image][LabelingJobTypes.ImageMultiClass]
                     .fullInstruction,
             description: '',
+            custom_task_template: '',
         },
         activeStepIndex: 0,
     } as LabelingJobCreateState);
@@ -194,6 +229,8 @@ export function LabelingJobCreate () {
         );
     }
 
+    const isCustomTask = state.form.taskSelection === LabelingJobTypes.PassThrough;
+
     const stepValidator = [
         [
             'job.LabelingJobName',
@@ -201,7 +238,9 @@ export function LabelingJobCreate () {
             'job.InputConfig.DataSource.S3DataSource.ManifestS3Uri',
             'job.OutputConfig.S3OutputPath',
         ],
-        ['job.HumanTaskConfig'],
+        isCustomTask
+            ? ['job.HumanTaskConfig.WorkteamArn', 'job.HumanTaskConfig.TaskTitle', 'job.HumanTaskConfig.TaskDescription', 'custom_task_template']
+            : ['job.HumanTaskConfig'],
     ];
     function isStepValid (fields: string[], formErrors: any) {
         return fields.filter((field) => _.has(formErrors, field)).length === 0;
@@ -250,6 +289,11 @@ export function LabelingJobCreate () {
                     ...state.form.job,
                     LabelAttributeName: labelAttributeNameComponents.join(''),
                 },
+                ...(state.form.taskSelection === LabelingJobTypes.PassThrough ? {
+                    CustomLabelingJobVars: {
+                        CustomTaskTemplate: state.form.custom_task_template,
+                    }
+                } : {})
             })
         ).then((result: any) => {
             setState({ formSubmitting: false });
@@ -268,6 +312,32 @@ export function LabelingJobCreate () {
         });
     };
 
+    const step2 = isCustomTask ? {
+        title: 'Select workers and setup custom labeling job',
+        content: (
+            <LabelingJobCustom
+                {...{
+                    item: state.form,
+                    setFields,
+                    touchFields,
+                    formErrors,
+                }}
+            />
+        ),
+    } : {
+        title: 'Select workers and configure tool',
+        content: (
+            <LabelingJobSelectWorkers
+                {...{
+                    item: state.form,
+                    setFields,
+                    touchFields,
+                    formErrors,
+                }}
+            />
+        ),
+    };
+
     return (
         <ErrorBoundaryRoutes>
             <Route
@@ -336,19 +406,7 @@ export function LabelingJobCreate () {
                                     />
                                 ),
                             },
-                            {
-                                title: 'Select workers and configure tool',
-                                content: (
-                                    <LabelingJobSelectWorkers
-                                        {...{
-                                            item: state.form,
-                                            setFields,
-                                            touchFields,
-                                            formErrors,
-                                        }}
-                                    />
-                                ),
-                            },
+                            step2,
                         ]}
                         onCancel={() => {
                             navigate(`/project/${projectName}/jobs/labeling`, {
@@ -357,6 +415,7 @@ export function LabelingJobCreate () {
                         }}
                         onSubmit={() => {
                             const parseResult = formSchema.safeParse(state.form);
+
                             if (parseResult.success) {
                                 handleSubmit();
                             } else {
diff --git a/frontend/src/entities/jobs/labeling/create/labeling-job-custom.tsx b/frontend/src/entities/jobs/labeling/create/labeling-job-custom.tsx
new file mode 100644
index 00000000..790d7572
--- /dev/null
+++ b/frontend/src/entities/jobs/labeling/create/labeling-job-custom.tsx
@@ -0,0 +1,111 @@
+/**
+  Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
+ 
+  Licensed under the Apache License, Version 2.0 (the "License").
+  You may not use this file except in compliance with the License.
+  You may obtain a copy of the License at
+ 
+      http://www.apache.org/licenses/LICENSE-2.0
+ 
+  Unless required by applicable law or agreed to in writing, software
+  distributed under the License is distributed on an "AS IS" BASIS,
+  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+  See the License for the specific language governing permissions and
+  limitations under the License.
+*/
+
+import { FormProps } from '../../form-props';
+import { ILabelingJobCreateForm } from './labeling-job-create';
+import {
+    Container,
+    FormField,
+    Header,
+    Input,
+    SpaceBetween,
+    Textarea
+} from '@cloudscape-design/components';
+import LabelingJobWorkers from './labeling-job-workers';
+import { useEffect } from 'react';
+
+export type LabelingJobCustomProps = FormProps<ILabelingJobCreateForm>;
+
+export function LabelingJobCustom (props: LabelingJobCustomProps) {
+    const { item, formErrors, setFields, touchFields } = props;
+
+    // Adjust the default task title to remove the hard-coded value
+    useEffect(() => {
+        if (item.job.HumanTaskConfig.TaskTitle === 'Custom: ') {
+            setFields({
+                'job.HumanTaskConfig.TaskTitle': 'Custom Task',
+                'job.HumanTaskConfig.TaskDescription': 'Custom Description',
+                description: 'Custom Description' // This is a placeholder to pass zod checks
+            });
+        }
+    }, [item.job.HumanTaskConfig.TaskTitle, item.job.HumanTaskConfig.TaskDescription, setFields, item.description]);
+
+    return (
+        <SpaceBetween direction='vertical' size='l'>
+            <LabelingJobWorkers {...props} />
+            <Container header={<Header>Custom labeling task setup</Header>}>
+                <SpaceBetween direction='vertical' size='m'>
+                    <FormField
+                        label='Task title'
+                        description='Give your task a short title to display in the task queue page.'
+                        constraintText={'Maximum of 128 characters.'}
+                        errorText={formErrors?.job?.HumanTaskConfig.TaskTitle}
+                    >
+                        <Input
+                            value={item.job.HumanTaskConfig.TaskTitle || ''}
+                            placeholder='Enter a title for your custom task'
+                            onChange={(event) => {
+                                setFields({
+                                    'job.HumanTaskConfig.TaskTitle': event.detail.value,
+                                    labels: [{ label: 'custom-label-job-dummy-label-1' }, {label: 'custom-label-job-dummy-label-2'}]
+                                });
+                            }}
+                            onBlur={() => touchFields(['job.HumanTaskConfig.TaskTitle'])}
+                            data-cy='job.HumanTaskConfig.TaskTitle'
+                        />
+                    </FormField>
+                    <FormField
+                        label='Task description'
+                        description='Enter a brief description of your task.'
+                        constraintText={'Maximum of 255 characters.'}
+                        errorText={formErrors?.job?.HumanTaskConfig.TaskDescription}
+                    >
+                        <Input
+                            value={item.job.HumanTaskConfig.TaskDescription || ''}
+                            placeholder='Enter a description for your custom task'
+                            onChange={(event) => {
+                                setFields({
+                                    'job.HumanTaskConfig.TaskDescription': event.detail.value,
+                                    description: event.detail.value,
+                                    labels: [{ label: 'custom-label-job-dummy-label-1' }, {label: 'custom-label-job-dummy-label-2'}]
+                                });
+                            }}
+                            onBlur={() => touchFields(['job.HumanTaskConfig.TaskDescription'])}
+                            data-cy='job.HumanTaskConfig.TaskDescription'
+                        />
+                    </FormField>
+                    <FormField
+                        label='Template'
+                        description='Enter your custom template .html code'
+                        errorText={formErrors?.custom_task_template}
+                    >
+                        <Textarea
+                            value={item.custom_task_template || ''}
+                            onChange={(event) => {
+                                setFields({ custom_task_template: event.detail.value, labels: [{ label: 'custom-label-job-dummy-label-1' }, {label: 'custom-label-job-dummy-label-2'}]});
+                            }}
+                            onBlur={() => touchFields(['custom_task_template'])}
+                            rows={15}
+                            data-cy='custom_task_template'
+                        />
+                    </FormField>
+                </SpaceBetween>
+            </Container>
+        </SpaceBetween>
+    );
+}
+
+export default LabelingJobCustom;
\ No newline at end of file
diff --git a/frontend/src/entities/jobs/labeling/create/labeling-job-input-label-attribute-name.tsx b/frontend/src/entities/jobs/labeling/create/labeling-job-input-label-attribute-name.tsx
new file mode 100644
index 00000000..9dbff87c
--- /dev/null
+++ b/frontend/src/entities/jobs/labeling/create/labeling-job-input-label-attribute-name.tsx
@@ -0,0 +1,64 @@
+/**
+  Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
+ 
+  Licensed under the Apache License, Version 2.0 (the "License").
+  You may not use this file except in compliance with the License.
+  You may obtain a copy of the License at
+ 
+      http://www.apache.org/licenses/LICENSE-2.0
+ 
+  Unless required by applicable law or agreed to in writing, software
+  distributed under the License is distributed on an "AS IS" BASIS,
+  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+  See the License for the specific language governing permissions and
+  limitations under the License.
+*/
+
+import React from 'react';
+import { FormProps } from '../../form-props';
+import { ILabelingJobCreateForm } from './labeling-job-create';
+import {
+    Container,
+    FormField,
+    Header,
+    Input,
+    SpaceBetween,
+} from '@cloudscape-design/components';
+import Condition from '../../../../modules/condition';
+import { LabelingJobTypes } from '../labeling-job.common';
+export type LabelingJobWorkersProps = FormProps<ILabelingJobCreateForm>;
+
+export function LabelingJobInputLabelAttributeName (props: LabelingJobWorkersProps) {
+    const { item, formErrors, setFields, touchFields } = props;
+
+    return (
+        <Condition condition={item.taskSelection === LabelingJobTypes.VerificationBoundingBox || item.taskSelection === LabelingJobTypes.VerificationSemanticSegmentation}>
+            <Container header={<Header>Display existing labels</Header>}>
+                <SpaceBetween direction='vertical' size='m'>
+                    <FormField
+                        label='Input Manifest Label Attribute Name'
+                        description={`
+                        Choose the input manifest's label attribute name that you want to verify.
+                        This should match the label attribute name from the output dataset of the previous labeling job.
+                        If you do not specify the label attribute name, one will be attempted to be extracted from the input manifest file.
+                        `}
+                        constraintText={'Maximum of 59 alphanumeric characters. Can include hyphens (-), but not spaces or reserved suffixes "-ref" and "-metadata".'}
+                        errorText={formErrors?.job?.InputLabelAttributeName}
+                    >
+                        <Input
+                            value={`${item.job?.InputLabelAttributeName || ''}`}
+                            placeholder='Enter the label attribute name from the previous job'
+                            onChange={(event) => {
+                                setFields({ 'job.InputLabelAttributeName': event.detail.value });
+                            }}
+                            onBlur={() => touchFields(['job.InputLabelAttributeName'])}
+                            data-cy='label-attribute-input'
+                        />
+                    </FormField>
+                </SpaceBetween>
+            </Container>
+        </Condition>
+    );
+}
+
+export default LabelingJobInputLabelAttributeName;
\ No newline at end of file
diff --git a/frontend/src/entities/jobs/labeling/create/labeling-job-select-workers.tsx b/frontend/src/entities/jobs/labeling/create/labeling-job-select-workers.tsx
index 6545f77a..e92d8192 100644
--- a/frontend/src/entities/jobs/labeling/create/labeling-job-select-workers.tsx
+++ b/frontend/src/entities/jobs/labeling/create/labeling-job-select-workers.tsx
@@ -20,6 +20,7 @@ import { FormProps } from '../../form-props';
 import { ILabelingJobCreateForm } from './labeling-job-create';
 import LabelingJobWorkers from './labeling-job-workers';
 import LabelingJobTemplateConfiguration from './labeling-job-template-configuration';
+import LabelingJobInputLabelAttribute from './labeling-job-input-label-attribute-name';
 
 export type LabelingJobSelectWorkersProps = FormProps<ILabelingJobCreateForm>;
 
@@ -27,6 +28,7 @@ export function LabelingJobSelectWorkers (props: LabelingJobSelectWorkersProps)
     return (
         <SpaceBetween direction='vertical' size='l'>
             <LabelingJobWorkers {...props} />
+            <LabelingJobInputLabelAttribute {...props} />
             <LabelingJobTemplateConfiguration {...props} />
         </SpaceBetween>
     );
diff --git a/frontend/src/entities/jobs/labeling/create/labeling-job-task-config.tsx b/frontend/src/entities/jobs/labeling/create/labeling-job-task-config.tsx
index 59f04d37..36a61f6c 100644
--- a/frontend/src/entities/jobs/labeling/create/labeling-job-task-config.tsx
+++ b/frontend/src/entities/jobs/labeling/create/labeling-job-task-config.tsx
@@ -25,6 +25,7 @@ import TaskTypeTextClassification from '../../../../content/images/console/groun
 import TaskTypeTextClassificationMulti from '../../../../content/images/console/groundtruth/tasktype-text-classification-multilabel.png';
 import TaskTypeTextEntityRecognition from '../../../../content/images/console/groundtruth/tasktype-named-entity-recognition.png';
 import QuickInstructionsExamplePlaceholder from '../../../../content/images/console/groundtruth/quick-instructions-example-placeholder.png';
+import TaskTypeCustom from '../../../../content/images/console/groundtruth/tasktype-custom.png';
 import { LabelingJobCategory } from '../labeling-job.model';
 import { LabelingJobTypes } from '../labeling-job.common';
 
@@ -167,13 +168,13 @@ export const TASK_TYPE_CONFIG: {
             keywords: ['Images', 'semantic segmentation', 'object detection'],
             autoLabeling: true,
         },
-        LabelVerification: {
-            enabled: false,
-            label: 'Label verification',
+        VerificationBoundingBox: {
+            enabled: true,
+            label: 'Bounding box verification',
             maxLabelCount: 10,
             minLabelCount: 2,
-            description: 'Get workers to verify existing labels in your dataset.',
-            value: LabelingJobTypes.LabelVerification,
+            description: 'Get workers to verify existing bounding box labels in your dataset.',
+            value: LabelingJobTypes.VerificationBoundingBox,
             image: (
                 <img
                     src={TaskTypeImageLabelVerification}
@@ -198,6 +199,37 @@ export const TASK_TYPE_CONFIG: {
             keywords: ['Images', 'categorization', 'classification', 'verification'],
             autoLabeling: false,
         },
+        VerificationSemanticSegmentation: {
+            enabled: true,
+            label: 'Semantic segmentation verification',
+            maxLabelCount: 10,
+            minLabelCount: 2,
+            description: 'Get workers to verify existing semantic segmentation labels in your dataset.',
+            value: LabelingJobTypes.VerificationSemanticSegmentation,
+            image: (
+                <img
+                    src={TaskTypeImageLabelVerification}
+                    alt='A labeled car with check boxes of correct label, selected, and incorrect label, not selected.'
+                />
+            ),
+            shortInstruction: `
+                <h3>About existing labels</h3>
+                <p>Provide instructions to help workers understand the original task. E.g. Workers were asked to create boxes around objects.</p>
+                <h3><span style="color: rgb(0, 134, 0);">Good example</span></h3>
+                <p>Provide instructions to help workers understand how the task was supposed to be done.</p>
+                <p><img src="${QuickInstructionsExamplePlaceholder}" style="max-width:100%" alt="Add image here"></p>
+                <h3><span style="color: rgb(230, 0, 0);">Bad example</span></h3>
+                <p>Provide examples of mislabeled items that should be rejected.</p>
+                <p><img src="${QuickInstructionsExamplePlaceholder}" style="max-width:100%" alt="Add image here"></p>`,
+            fullInstruction: `
+                <ol>
+                    <li><strong>Read</strong> the task carefully and inspect the image.</li>
+                    <li><strong>Read</strong> the options and review the examples provided to understand more about the labels.</li>
+                    <li><strong>Choose</strong> the appropriate label that best suits the image.</li>
+                </ol>`,
+            keywords: ['Images', 'categorization', 'classification', 'verification'],
+            autoLabeling: false,
+        }
     },
     Text: {
         TextMultiClass: {
@@ -300,4 +332,37 @@ export const TASK_TYPE_CONFIG: {
             autoLabeling: false,
         },
     },
+    Custom: {
+        PassThrough: {
+            enabled: true,
+            label: 'Custom',
+            maxLabelCount: 10,
+            minLabelCount: 2,
+            description: 'Custom Labeling Job',
+            value: LabelingJobTypes.PassThrough,
+            image: (
+                <img
+                    src={TaskTypeCustom}
+                    alt='A screen with various code and characters angled slightly'
+                />
+            ),
+            shortInstruction: `
+                <h3>About existing labels</h3>
+                <p>Provide instructions to help workers understand the original task. E.g. Workers were asked to create boxes around objects.</p>
+                <h3><span style="color: rgb(0, 134, 0);">Good example</span></h3>
+                <p>Provide instructions to help workers understand how the task was supposed to be done.</p>
+                <p><img src="${QuickInstructionsExamplePlaceholder}" style="max-width:100%" alt="Add image here"></p>
+                <h3><span style="color: rgb(230, 0, 0);">Bad example</span></h3>
+                <p>Provide examples of mislabeled items that should be rejected.</p>
+                <p><img src="${QuickInstructionsExamplePlaceholder}" style="max-width:100%" alt="Add image here"></p>`,
+            fullInstruction: `
+                <ol>
+                    <li><strong>Read</strong> the task carefully and inspect the image.</li>
+                    <li><strong>Read</strong> the options and review the examples provided to understand more about the labels.</li>
+                    <li><strong>Choose</strong> the appropriate label that best suits the image.</li>
+                </ol>`,
+            keywords: ['Images', 'categorization', 'classification', 'verification'],
+            autoLabeling: false,
+        }
+    }
 };
diff --git a/frontend/src/entities/jobs/labeling/create/labeling-job-task-type.tsx b/frontend/src/entities/jobs/labeling/create/labeling-job-task-type.tsx
index 51622739..31f42d84 100644
--- a/frontend/src/entities/jobs/labeling/create/labeling-job-task-type.tsx
+++ b/frontend/src/entities/jobs/labeling/create/labeling-job-task-type.tsx
@@ -71,12 +71,20 @@ export function LabelingJobTaskType (props: LabelingJobTaskTypeProps) {
                                 label: LabelingJobCategory.Text,
                                 value: LabelingJobCategory.Text,
                             },
+                            {
+                                label: LabelingJobCategory.Custom,
+                                value: LabelingJobCategory.Custom,
+                            },
                         ]}
                         onChange={({ detail }) => {
                             let taskSelection = LabelingJobTypes.ImageMultiClass;
                             if (detail.selectedOption.value === LabelingJobCategory.Text) {
                                 taskSelection = LabelingJobTypes.TextMultiClass;
                             }
+                            if (detail.selectedOption.value === LabelingJobCategory.Custom) {
+                                taskSelection = LabelingJobTypes.PassThrough;
+                                delete item.job['LabelingJobAlgorithmsConfig'];
+                            }
 
                             const newTaskConfig =
                                 TASK_TYPE_CONFIG[
@@ -91,6 +99,7 @@ export function LabelingJobTaskType (props: LabelingJobTaskTypeProps) {
                             setFields({
                                 taskCategory: detail.selectedOption.value,
                                 taskSelection,
+                                enableAutomatedLabeling: false,
                                 ...commonTaskFields(newTaskConfig, description),
                             });
                         }}
@@ -114,9 +123,13 @@ export function LabelingJobTaskType (props: LabelingJobTaskTypeProps) {
                                 /^Get workers to /,
                                 ''
                             );
+                            if (!newTaskConfig.autoLabeling) {
+                                delete item.job.LabelingJobAlgorithmsConfig;
+                            }
                             touchFields(['labels'], ModifyMethod.Unset);
                             setFields({
                                 taskSelection: newTaskConfig.value,
+                                enableAutomatedLabeling: false,
                                 ...commonTaskFields(newTaskConfig, description),
                             });
                         }}
diff --git a/frontend/src/entities/jobs/labeling/labeling-job.common.ts b/frontend/src/entities/jobs/labeling/labeling-job.common.ts
index 28cb2956..c3f4ceaf 100644
--- a/frontend/src/entities/jobs/labeling/labeling-job.common.ts
+++ b/frontend/src/entities/jobs/labeling/labeling-job.common.ts
@@ -18,6 +18,8 @@ import { ILabelingJob } from './labeling-job.model';
 
 export enum LabelingJobTypes {
     BoundingBox = 'BoundingBox',
+    VerificationBoundingBox = 'VerificationBoundingBox',
+    VerificationSemanticSegmentation = 'VerificationSemanticSegmentation',
     ImageMultiClass = 'ImageMultiClass',
     ImageMultiClassMultiLabel = 'ImageMultiClassMultiLabel',
     SemanticSegmentation = 'SemanticSegmentation',
@@ -25,6 +27,7 @@ export enum LabelingJobTypes {
     TextMultiClass = 'TextMultiClass',
     TextMultiClassMultiLabel = 'TextMultiClassMultiLabel',
     NamedEntityRecognition = 'NamedEntityRecognition',
+    PassThrough = 'PassThrough'
 }
 
 // a map of task types mapped to the name provided in these docs:
@@ -43,9 +46,9 @@ const jobTypeMap = new Map<string, string>([
     ['3DPointCloudObjectDetection', '3D Point Cloud Object Detection'],
     ['3DPointCloudObjectTracking', '3D Point Cloud Object Tracking'],
     ['3DPointCloudSemanticSegmentation', '3D Point Cloud Semantic Segmentation'],
-    ['VerificationBoundingBox', 'Bounding box verification'],
+    [LabelingJobTypes.VerificationBoundingBox, 'Bounding box verification'],
     ['AdjustmentBoundingBox', 'Bounding box adjustment'],
-    ['VerificationSemanticSegmentation', 'Semantic segmentation verification'],
+    [LabelingJobTypes.VerificationSemanticSegmentation, 'Semantic segmentation verification'],
     ['AdjustmentSemanticSegmentation', 'Semantic segmentation adjustment'],
     ['AdjustmentVideoObjectDetection', 'Video Frame Object Detection Adjustment'],
     ['AdjustmentVideoObjectTracking', 'Video Frame Object Tracking Adjustment'],
@@ -55,6 +58,7 @@ const jobTypeMap = new Map<string, string>([
         'Adjustment3DPointCloudSemanticSegmentation',
         '3D point cloud semantic segmentation adjustment',
     ],
+    [LabelingJobTypes.PassThrough, 'Generative AI/Custom'],
 ]);
 
 export function getTotalLabelingObjectCount (labelingJob: ILabelingJob): number {
@@ -67,8 +71,12 @@ export function getLabelingJobType (labelingJob: ILabelingJob): string {
     if (!labelingJob.HumanTaskConfig) {
         return '-';
     }
-    // ARN will end with something like 'PRE-BoundingBox', so this line will attempt to grab the last string
-    // separated by a hyphen. We can then use that in a lookup table for the official job type name.
+    
+    // Check if PreHumanTaskLambdaArn exists before accessing it
+    if (!labelingJob.HumanTaskConfig.PreHumanTaskLambdaArn) {
+        return 'Custom';
+    }
+    
     const preHumanTaskArnType = labelingJob.HumanTaskConfig.PreHumanTaskLambdaArn.split('-').pop();
     let jobType = 'Custom';
     if (preHumanTaskArnType !== undefined && jobTypeMap.has(preHumanTaskArnType)) {
diff --git a/frontend/src/entities/jobs/labeling/labeling-job.model.ts b/frontend/src/entities/jobs/labeling/labeling-job.model.ts
index f2078ecb..d5c8514c 100644
--- a/frontend/src/entities/jobs/labeling/labeling-job.model.ts
+++ b/frontend/src/entities/jobs/labeling/labeling-job.model.ts
@@ -33,6 +33,7 @@ export type ILabelingJob = {
     LabelingJobName: string;
     LabelingJobArn: string;
     LabelAttributeName: string;
+    InputLabelAttributeName?: string;
     InputConfig: {
         DataSource: {
             S3DataSource: {
@@ -104,9 +105,15 @@ export type ILabelingJobCreate = Omit<
 export enum LabelingJobCategory {
     Image = 'Image',
     Text = 'Text',
+    Custom = 'Custom'
 }
 
 export type ILabelingJobWorkteam = {
     WorkteamArn: string;
     WorkteamName: string;
 };
+
+export type ILabelingCustomJobCreate = {
+    CustomTaskTemplate?: string;
+    CustomTaskTitle?: string;
+};
diff --git a/frontend/src/entities/jobs/labeling/labeling-job.reducer.ts b/frontend/src/entities/jobs/labeling/labeling-job.reducer.ts
index 1aee4381..8a938457 100644
--- a/frontend/src/entities/jobs/labeling/labeling-job.reducer.ts
+++ b/frontend/src/entities/jobs/labeling/labeling-job.reducer.ts
@@ -16,7 +16,7 @@
 
 import { createSlice, createAsyncThunk, isFulfilled, isPending } from '@reduxjs/toolkit';
 import axios, { setProjectHeader } from '../../../shared/util/axios-utils';
-import { ILabelingJob, ILabelingJobCreate, ILabelingJobWorkteam } from './labeling-job.model';
+import { ILabelingJob, ILabelingJobCreate, ILabelingJobWorkteam, ILabelingCustomJobCreate } from './labeling-job.model';
 import { LabelingJobResourceMetadata } from '../../../shared/model/resource-metadata.model';
 import { PagedResponsePayload, ServerRequestProps } from '../../../shared/util/table-utils';
 import { addPagingParams } from '../../../shared/util/url-utils';
@@ -40,6 +40,7 @@ export type CreateLabelingJobThunkPayload = {
     FullInstruction: string;
     Description: string;
     JobDefinition: ILabelingJobCreate;
+    CustomLabelingJobVars?: ILabelingCustomJobCreate;
 };
 
 // Actions
diff --git a/frontend/src/entities/jobs/training/detail/training-job-detail.tsx b/frontend/src/entities/jobs/training/detail/training-job-detail.tsx
index a91e62ee..0d6512b9 100644
--- a/frontend/src/entities/jobs/training/detail/training-job-detail.tsx
+++ b/frontend/src/entities/jobs/training/detail/training-job-detail.tsx
@@ -370,35 +370,102 @@ export function TrainingJobDetail () {
                     </Condition>
 
                     <Container header={<Header>Metrics</Header>}>
-                        <Table
-                            ariaLabels={{
-                                tableLabel: 'Metrics table',
-                            }}
-                            variant='embedded'
-                            items={
-                                trainingJob.AlgorithmSpecification?.MetricDefinitions?.map(
-                                    (value) => {
-                                        const { Name, Regex } = value;
-
-                                        return { Name, Regex };
+                        <SpaceBetween direction='vertical' size='l'>
+                            {trainingJob.FinalMetricDataList &&
+                            trainingJob.FinalMetricDataList.length > 0 ? (
+                                    <Table
+                                        ariaLabels={{
+                                            tableLabel: 'Final training metrics',
+                                        }}
+                                        variant='embedded'
+                                        header={<Header variant='h3'>Final metric values</Header>}
+                                        trackBy='MetricName'
+                                        items={trainingJob.FinalMetricDataList}
+                                        columnDefinitions={[
+                                            {
+                                                header: 'Metric',
+                                                cell (item) {
+                                                    return (
+                                                        <Box color='text-status-inactive'>
+                                                            {item.MetricName}
+                                                        </Box>
+                                                    );
+                                                },
+                                            },
+                                            {
+                                                header: 'Value',
+                                                cell (item) {
+                                                    return formatDisplayNumber(item.Value);
+                                                },
+                                            },
+                                            {
+                                                header: 'Timestamp',
+                                                cell (item) {
+                                                    const ts = item.Timestamp;
+                                                    if (ts === undefined || ts === null) {
+                                                        return '-';
+                                                    }
+                                                    const iso =
+                                                        typeof ts === 'number'
+                                                            ? new Date(
+                                                                ts > 1e12 ? ts : ts * 1000
+                                                            ).toISOString()
+                                                            : String(ts);
+                                                    return formatDate(iso);
+                                                },
+                                            },
+                                        ]}
+                                    />
+                                ) : (
+                                    <Box color='text-status-inactive'>
+                                        {trainingJob.TrainingJobStatus === JobStatus.InProgress
+                                            ? 'Final metric values will appear here when training completes.'
+                                            : 'No final metrics were reported for this job.'}
+                                    </Box>
+                                )}
+                            {trainingJob.AlgorithmSpecification?.MetricDefinitions &&
+                                trainingJob.AlgorithmSpecification.MetricDefinitions.length >
+                                    0 && (
+                                <Table
+                                    ariaLabels={{
+                                        tableLabel: 'Metric definition patterns',
+                                    }}
+                                    variant='embedded'
+                                    header={
+                                        <Header variant='h3'>
+                                            Metric definitions (log patterns)
+                                        </Header>
                                     }
-                                ) || []
-                            }
-                            columnDefinitions={[
-                                {
-                                    header: 'Key',
-                                    cell (item) {
-                                        return <Box color='text-status-inactive'>{item.Name}</Box>;
-                                    },
-                                },
-                                {
-                                    header: 'Value',
-                                    cell (item) {
-                                        return item.Regex;
-                                    },
-                                },
-                            ]}
-                        />
+                                    trackBy='Name'
+                                    items={
+                                        trainingJob.AlgorithmSpecification.MetricDefinitions.map(
+                                            (value) => ({
+                                                Name: value.Name,
+                                                Regex: value.Regex,
+                                            })
+                                        )
+                                    }
+                                    columnDefinitions={[
+                                        {
+                                            header: 'Name',
+                                            cell (item) {
+                                                return (
+                                                    <Box color='text-status-inactive'>
+                                                        {item.Name}
+                                                    </Box>
+                                                );
+                                            },
+                                        },
+                                        {
+                                            header: 'Regex',
+                                            cell (item) {
+                                                return item.Regex;
+                                            },
+                                        },
+                                    ]}
+                                />
+                            )}
+                        </SpaceBetween>
                     </Container>
 
                     <Container header={<Header>Output data configuration</Header>}>
diff --git a/frontend/src/entities/jobs/training/training-job.model.ts b/frontend/src/entities/jobs/training/training-job.model.ts
index 6eb0f044..582021e5 100644
--- a/frontend/src/entities/jobs/training/training-job.model.ts
+++ b/frontend/src/entities/jobs/training/training-job.model.ts
@@ -56,6 +56,7 @@ export type ITrainingJob = {
     TrainingTimeInSeconds?: number;
     BillableTimeInSeconds?: number;
     ProfilingStatus?: string;
+    FinalMetricDataList?: { MetricName: string; Value: number; Timestamp: string | number }[];
     ModelArtifacts?: {
         S3ModelArtifacts: string;
     };
diff --git a/frontend/src/entities/notebook/notebook.reducer.spec.ts b/frontend/src/entities/notebook/notebook.reducer.spec.ts
index 55318def..a6d51a6f 100644
--- a/frontend/src/entities/notebook/notebook.reducer.spec.ts
+++ b/frontend/src/entities/notebook/notebook.reducer.spec.ts
@@ -16,7 +16,7 @@
 
 import mockAxios from 'jest-mock-axios';
 import configureStore from 'redux-mock-store';
-import thunk from 'redux-thunk';
+import { thunk } from 'redux-thunk';
 import { INotebook, defaultNotebook } from '../../shared/model/notebook.model';
 import { NotebookResourceMetadata, ResourceType } from '../../shared/model/resource-metadata.model';
 import reducer, {
diff --git a/frontend/src/entities/notebook/notebook.tsx b/frontend/src/entities/notebook/notebook.tsx
index e59e9b25..226ea362 100644
--- a/frontend/src/entities/notebook/notebook.tsx
+++ b/frontend/src/entities/notebook/notebook.tsx
@@ -40,10 +40,11 @@ export const Notebook = () => {
     const isProjectPage = !!projectName;
 
     const dispatch = useAppDispatch();
-    // const
-    isProjectPage
-        ? DocTitle(`${projectName} Notebook Instances`)
-        : DocTitle('Notebook Instances');
+    if (isProjectPage) {
+        DocTitle(`${projectName} Notebook Instances`);
+    } else {
+        DocTitle('Notebook Instances');
+    }
 
     useEffect(() => {
         let breadcrumbHref;
diff --git a/frontend/src/entities/report/report.tsx b/frontend/src/entities/report/report.tsx
index f083caf2..90964bea 100644
--- a/frontend/src/entities/report/report.tsx
+++ b/frontend/src/entities/report/report.tsx
@@ -257,7 +257,7 @@ export function Report () {
                             try {
                                 const result = await downloadReport(report[0].Name!);
                                 setDownloadReportUrl(result);
-                            } catch (err) {
+                            } catch {
                                 notificationService.generateNotification(
                                     `Error generating presigned URL for ${report[0].Name}`,
                                     'error'
diff --git a/frontend/src/modules/dataset/dataset-selector.tsx b/frontend/src/modules/dataset/dataset-selector.tsx
index c981f926..ec680af5 100644
--- a/frontend/src/modules/dataset/dataset-selector.tsx
+++ b/frontend/src/modules/dataset/dataset-selector.tsx
@@ -138,7 +138,7 @@ export function DatasetResourceSelector (props: DatasetResourceSelectorProps) {
                         <Condition condition={!!props.alertOnEmpty && state.isEmpty}>
                             <Alert statusIconAriaLabel='Warning' type='warning'>
                                 <Condition condition={notFoundTypes.length > 0}>
-                                        No file(s) found with this {notFoundTypes.join(' or ')}.
+                                    No file(s) found with this {notFoundTypes.join(' or ')}.
                                 </Condition>
                             </Alert>
                         </Condition>
diff --git a/frontend/src/release-notes.md b/frontend/src/release-notes.md
index 37060127..31f8f01d 100644
--- a/frontend/src/release-notes.md
+++ b/frontend/src/release-notes.md
@@ -1,28 +1,29 @@
-# v1.7.1  
+# v1.7.2
 
-This minor release addresses initial v1.7 customer feedback. These updates make deployments smoother and more secure. 
+This release extends Amazon SageMaker Ground Truth labeling workflows, improves how training job metrics appear in the console, and delivers several reliability fixes raised through customer feedback.
 
-## Changes  
+## Changes
 
-* **CDK Synthesizer Customization** — The synthesizer and its settings can now be configured. This flexibility gives teams greater control over infrastructure generation.  
-* **Dependency Updates** — Third‑party libraries were upgraded to their latest versions to follow security best practices. Updated dependencies reduce exposure to known vulnerabilities and align with industry security standards.  
-* **Ease Deployments**
-    * Removed deprecated Lambda layer. This reduces package size and eliminates potential runtime conflicts.   
-    * Ensured `ADCLambdaCABundleAspect` is added to the Core stack for isolated regions. Adding the CABundle aspect ensures proper certificate handling in isolated regions.  
+* **Ground Truth labeling** 
+  * Added support for bounding box verification and semantic segmentation verification jobs, enabling users to verify previously completed labeling jobs.
+  * Added support for custom task types via the Custom category, allowing users to provide their own HTML templates for more tailored Ground Truth job configurations.
+  * Labeling job details now include a direct link to the Workforce Labeling Portal, giving labelers quick access to the task UI.
+* **Workforce labeling portal** — Ground Truth labeling job details include a link to open the **Workforce labeling portal** so labelers can reach the task UI quickly.
+* **Training job metrics** — The training job detail page shows **final metric values** (from SageMaker output) in a dedicated table, separate from algorithm **metric definitions** (log regex patterns), with clearer empty and in-progress messaging.
 
-## Bug Fixes  
+## Bug Fixes
 
-* **Respect `AUTH_OIDC_VERIFY_SSL`** — Communication with the IdP now honors this configuration when SSL verification is disabled.  Honoring the SSL verification flag prevents unexpected connection failures for customers who need to bypass verification in controlled environments.  
+* **Ground Truth private datasets** — The S3 put-notification handler for labeling datasets now infers the creating user from the object key path instead of defaulting to a placeholder user, correcting dataset ownership metadata for private datasets.
+* **Dataset scope and S3 URIs** — Fixed S3 URI construction when dataset scope affects naming.
+* **Authentication stack and CDK** — Resolved deploy-time setup for versioned authentication secrets (including a dedicated invoker) and related CDK synthesis issues so stacks deploy reliably.
 
-## Documentation  
+## Documentation
 
-* Updated custom domain documentation
-* Updated CDK synthesizer documentation
+* User guide updates for Ground Truth labeling jobs, including **Custom tasks** and short-lived access for worker instruction images referenced by S3 URIs.
 
+## Acknowledgements
 
+* @Ernest-Gray
+* @estohlmann
 
-## Acknowledgements  
-
-* @dustins  
-
-**Full Changelog**: [v1.7.0…v1.7.1](https://github.com/awslabs/mlspace/compare/v1.7.0...v1.7.1)
\ No newline at end of file
+**Full Changelog**: [v1.7.1…v1.7.2](https://github.com/awslabs/mlspace/compare/v1.7.1...v1.7.2)
\ No newline at end of file
diff --git a/frontend/src/routes.tsx b/frontend/src/routes.tsx
index e32ab4ba..ecd67121 100644
--- a/frontend/src/routes.tsx
+++ b/frontend/src/routes.tsx
@@ -124,7 +124,7 @@ export default function AppRoutes () {
                         element={
                             <SpaceBetween size={'xxl'} direction='vertical'>
                                 <h1 className='landing-page-header'>
-                                        Welcome to {window.env.APPLICATION_NAME}
+                                    Welcome to {window.env.APPLICATION_NAME}
                                 </h1>
                                 <p className='landing-page-description'>{window.env.APPLICATION_NAME} is an open source, web based, data science environment. Through {window.env.APPLICATION_NAME}&apos;s accessible portal, users leverage the power of Amazon SageMaker, a fully managed machine learning service, without needing individual AWS Accounts. {window.env.APPLICATION_NAME} allows data science teams to collaboratively build, train, and deploy machine learning models.</p>
                                 <ColumnLayout columns={4}>
@@ -155,7 +155,7 @@ export default function AppRoutes () {
                                             onClick={() => {
                                                 auth.login();
                                             }}>
-                                                Login
+                                            Login
                                         </Button>
                                     </Container>
                                     <Container
diff --git a/frontend/src/shared/layout/navigation/side-navigation.tsx b/frontend/src/shared/layout/navigation/side-navigation.tsx
index dead468a..ba7b6fae 100644
--- a/frontend/src/shared/layout/navigation/side-navigation.tsx
+++ b/frontend/src/shared/layout/navigation/side-navigation.tsx
@@ -52,13 +52,15 @@ export default function SideNavigation () {
     const [selectedOption, setSelectedOption] = React.useState(defaultState);
 
     useEffect(() => {
-        project.name
-            ? setSelectedOption({
+        if (project.name) {
+            setSelectedOption({
                 label: project.name,
                 value: project.name,
                 description: project.description,
-            })
-            : setSelectedOption(defaultState);
+            });
+        } else {
+            setSelectedOption(defaultState);
+        }
 
         // Disable exhaustive-deps rule to skip having to add defaultState to dependency list
         // since it will never be updated
diff --git a/frontend/src/shared/util/auth-utils.ts b/frontend/src/shared/util/auth-utils.ts
index 758dee68..f1df0398 100644
--- a/frontend/src/shared/util/auth-utils.ts
+++ b/frontend/src/shared/util/auth-utils.ts
@@ -24,7 +24,7 @@ import { useAuth } from '../auth/hooks';
 export const  useUsername = (): string => {
     const auth = useAuth();
     
-    const username = auth.user?.displayName;
+    const username = auth.user?.id;
     if (!username) {
         throw new Error('No username available.');
     }
diff --git a/frontend/src/shared/util/date-utils.ts b/frontend/src/shared/util/date-utils.ts
index d63dee2d..1ca51967 100644
--- a/frontend/src/shared/util/date-utils.ts
+++ b/frontend/src/shared/util/date-utils.ts
@@ -171,7 +171,7 @@ export const formatDate = (dateString?: string) => {
 
     try {
         return dateToDisplayString(new Date(Date.parse(dateString)));
-    } catch (error) {
+    } catch {
         return dateString;
     }
 };
diff --git a/frontend/src/shared/util/rich-text-utils.tsx b/frontend/src/shared/util/rich-text-utils.tsx
index 5aad0978..23a296ea 100644
--- a/frontend/src/shared/util/rich-text-utils.tsx
+++ b/frontend/src/shared/util/rich-text-utils.tsx
@@ -23,7 +23,7 @@ import Image from '@tiptap/extension-image';
 import Button from '@cloudscape-design/components/button';
 
 import Document from '@tiptap/extension-document';
-import TextStyle from '@tiptap/extension-text-style';
+import { TextStyle } from '@tiptap/extension-text-style';
 import Link from '@tiptap/extension-link';
 import { Color } from '@tiptap/extension-color';
 import { ColumnLayout, Container, Icon, SpaceBetween } from '@cloudscape-design/components';
diff --git a/frontend/tsconfig.json b/frontend/tsconfig.json
index b8ae460c..491e161c 100644
--- a/frontend/tsconfig.json
+++ b/frontend/tsconfig.json
@@ -1,5 +1,7 @@
 {
     "compilerOptions": {
+        "ignoreDeprecations": "6.0",
+        "rootDir": "./src/shared/model",
         "target": "es5",
         "lib": ["dom", "dom.iterable", "esnext"],
         "allowJs": true,
diff --git a/lib/application-metadata.ts b/lib/application-metadata.ts
new file mode 100644
index 00000000..ab926f8b
--- /dev/null
+++ b/lib/application-metadata.ts
@@ -0,0 +1,18 @@
+/**
+  Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
+
+  Licensed under the Apache License, Version 2.0 (the "License").
+  You may not use this file except in compliance with the License.
+  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+  Unless required by applicable law or agreed to in writing, software
+  distributed under the License is distributed on an "AS IS" BASIS,
+  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+  See the License for the specific language governing permissions and
+  limitations under the License.
+*/
+
+/** Application display name — safe for non-CDK tooling imports (e.g. docs site config). */
+export const APPLICATION_NAME = 'MLSpace';
diff --git a/lib/constants.ts b/lib/constants.ts
index 01eefab1..b5a16d5c 100644
--- a/lib/constants.ts
+++ b/lib/constants.ts
@@ -14,8 +14,6 @@
   limitations under the License.
 */
 
-import { Architecture, Runtime } from 'aws-cdk-lib/aws-lambda';
-
 // DynamoDB table names. If you modify these you may need to modify the application role policy
 // statements to ensure actions are allowed against the correct resources. The default policy
 // relies on all mlspace tables having a prefix of "mlspace-"
@@ -62,6 +60,23 @@ export const NOTIFICATION_DISTRO = '';
 export const EXISTING_VPC_NAME = '';
 export const EXISTING_VPC_ID = '';
 export const EXISTING_VPC_DEFAULT_SECURITY_GROUP = '';
+
+/**
+ * New-VPC only: optional IPv4 IPAM pool ID (e.g. ipam-pool-0abc123). When set, the VPC primary
+ * IPv4 CIDR is allocated from this pool. Leave empty to keep the CDK default CIDR behavior (no IPAM).
+ * Requires VPC_IPAM_IPV4_NETMASK_LENGTH. Ignored when deploying into an existing VPC.
+ */
+export const VPC_IPV4_IPAM_POOL_ID = '';
+/**
+ * New-VPC + IPAM: CIDR prefix length for the VPC allocation from the pool (e.g. 16 for /16). Required
+ * when VPC_IPV4_IPAM_POOL_ID is set.
+ */
+export const VPC_IPAM_IPV4_NETMASK_LENGTH: number | undefined = undefined;
+/**
+ * New-VPC: IPv4 CIDR mask for each public and private subnet tier (e.g. 23 for /23). Valid range 16–28.
+ * Default preserves the historical MLSpace layout.
+ */
+export const VPC_SUBNET_IPV4_CIDR_MASK = 23;
 export const EXISTING_KMS_MASTER_KEY_ARN = '';
 export const KMS_INSTANCE_CONDITIONS_POLICY_ARN = '';
 export const S3_READER_ROLE_ARN = '';
@@ -108,8 +123,7 @@ export const CREATE_MLSPACE_CLOUDTRAIL_TRAIL = true;
 // SSM property names
 export const COMMON_LAYER_ARN_PARAM = '/mlspace/common-lambda-layer';
 
-// The default name for the application
-export const APPLICATION_NAME = 'MLSpace';
+export { APPLICATION_NAME } from './application-metadata';
 
 // Policy names attached to NOTEBOOK_ROLE_ARN that restricts instance types that a notebook
 // can use for each service
@@ -144,6 +158,13 @@ export const AUTH_TOKEN_ENCRYPTION_KEY_SECRET_NAME = 'mlspace/auth/token-encrypt
 export const AUTH_STATE_ENCRYPTION_KEY_SECRET_NAME = 'mlspace/auth/state-encryption-key'; // Simple secret for state encryption key (deploy-time generated)
 export const AUTH_KEY_VERSIONS_TO_KEEP = 3; // Number of key versions to retain during rotation
 
+// DEVELOPMENT ONLY - allow localhost specific configuration for auth cookie
+// To disable CORS use the following command to run chrome without CORS *DEVELOPMENT ONLY*
+// eslint-disable-next-line spellcheck/spell-checker
+// "C:\Program Files\Google\Chrome\Application\chrome.exe" --user-data-dir=C:\chrome-dev-data\ --disable-web-security
+// Without setting this to true, localhost login will redirect to the deployed frontend, not the locally hosted react app.
+export const ALLOW_LOCALHOST = undefined; // Allow localhost:3000 redirects for local development (SECURITY: set to false in production)
+
 // Legacy OIDC configuration (deprecated - maintained for backward compatibility during migration)
 // Use AUTH_OIDC_URL, AUTH_OIDC_CLIENT_ID, and other AUTH_* constants instead
 export const IDP_ENDPOINT_SSM_PARAM = undefined; // Deprecated: Use AUTH_OIDC_URL instead
@@ -167,8 +188,7 @@ export const BACKGROUND_REFRESH_INTERVAL = 60;
 // The default suspension state for new users. If true, new users are suspended and can't perform actions until validated by a SysAdmin
 export const NEW_USERS_SUSPENDED = false;
 
-export const LAMBDA_ARCHITECTURE = Architecture.X86_64;
-export const LAMBDA_RUNTIME = Runtime.PYTHON_3_11;
+export { LAMBDA_ARCHITECTURE, LAMBDA_RUNTIME } from './lambda-defaults';
 
 export const SHOW_MIGRATION_OPTIONS = false;
 
diff --git a/lib/constructs/api/authConstruct.ts b/lib/constructs/api/authConstruct.ts
index f2b55a5b..e315a2ff 100644
--- a/lib/constructs/api/authConstruct.ts
+++ b/lib/constructs/api/authConstruct.ts
@@ -48,7 +48,8 @@ export class AuthApiConstruct extends Construct {
             AUTH_STATE_ENCRYPTION_KEY_SECRET_NAME: props.mlspaceConfig.AUTH_STATE_ENCRYPTION_KEY_SECRET_NAME,
             AUTH_KEY_VERSIONS_TO_KEEP: String(props.mlspaceConfig.AUTH_KEY_VERSIONS_TO_KEEP),
             NEW_USERS_SUSPENDED: props.mlspaceConfig.NEW_USERS_SUSPENDED ? 'True' : 'False',
-            WEB_CUSTOM_DOMAIN_NAME: props.mlspaceConfig.WEB_CUSTOM_DOMAIN_NAME || ''
+            WEB_CUSTOM_DOMAIN_NAME: props.mlspaceConfig.WEB_CUSTOM_DOMAIN_NAME || '',
+            ALLOW_LOCALHOST: props.mlspaceConfig.ALLOW_LOCALHOST ? 'True' : 'False'
         };
 
         // OIDC-specific environment variables
diff --git a/lib/constructs/api/projectsConstruct.ts b/lib/constructs/api/projectsConstruct.ts
index 2146860e..bccb2a4b 100644
--- a/lib/constructs/api/projectsConstruct.ts
+++ b/lib/constructs/api/projectsConstruct.ts
@@ -179,6 +179,13 @@ export class ProjectsApiConstruct extends Construct {
                 path: 'project/{projectName}/jobs/labeling/teams',
                 method: 'GET',
             },
+            {
+                name: 'get_workforce_portal_url',
+                resource: 'labeling_job',
+                description: 'Gets the workforce portal URL',
+                path: 'project/{projectName}/jobs/labeling/workforce-portal-url',
+                method: 'GET',
+            },
             {
                 name: 'list_resources',
                 resource: 'notebook',
diff --git a/lib/constructs/auth/authSecretsConstruct.ts b/lib/constructs/auth/authSecretsConstruct.ts
index 01b82e93..d50af0d2 100644
--- a/lib/constructs/auth/authSecretsConstruct.ts
+++ b/lib/constructs/auth/authSecretsConstruct.ts
@@ -14,10 +14,13 @@ See the License for the specific language governing permissions and
 limitations under the License.
 */
 
-import { Duration } from 'aws-cdk-lib';
+import * as path from 'path';
+import { CustomResource, Duration } from 'aws-cdk-lib';
+import { Provider } from 'aws-cdk-lib/custom-resources';
 import { ISecurityGroup, IVpc } from 'aws-cdk-lib/aws-ec2';
 import { PolicyStatement, Effect, IRole } from 'aws-cdk-lib/aws-iam';
 import { Code, Function, IFunction, ILayerVersion, Runtime } from 'aws-cdk-lib/aws-lambda';
+import { NodejsFunction } from 'aws-cdk-lib/aws-lambda-nodejs';
 import { Secret, RotationSchedule } from 'aws-cdk-lib/aws-secretsmanager';
 import { SecretValue } from 'aws-cdk-lib';
 import { Construct } from 'constructs';
@@ -73,16 +76,84 @@ export class AuthSecretsConstruct extends Construct {
                 configured_at: new Date().toISOString()
             }))
         });
-        
+
+        this.createVersionedSecretInitResource(props);
+
         // Set up state key rotation if enabled
         if (props.enableStateKeyRotation) {
             this.setupStateKeyRotation(props);
         }
-        
+
         // Set up token key rotation if enabled
         if (props.enableTokenKeyRotation) {
             this.setupTokenKeyRotation(props);
         }
+
+        // Do not addDependency(rotationSchedule, versionedSecretInit): that implies
+        // rotationSchedule -> InitCustomResource -> Secret, while Secret already owns the
+        // rotation schedule, which CloudFormation resolves as a circular dependency.
+    }
+
+    /**
+     * Ensures state/token secrets hold VersionedKeyData JSON before rotation runs.
+     */
+    private createVersionedSecretInitResource (props: AuthSecretsConstructProps): void {
+        const versionedInitFn = new Function(this, 'AuthSecretsVersionedJsonInit', {
+            functionName: 'mls-lambda-auth-secrets-versioned-json-init',
+            runtime: props.config.LAMBDA_RUNTIME,
+            architecture: props.config.LAMBDA_ARCHITECTURE,
+            code: Code.fromAsset(props.lambdaSourcePath),
+            handler: 'ml_space_lambda.auth.utils.rotation_handlers.deploy_time_auth_secrets_init',
+            timeout: Duration.minutes(2),
+            memorySize: 256,
+            layers: props.layers,
+            environment: {
+                AUTH_STATE_SECRET_NAME: props.config.AUTH_STATE_ENCRYPTION_KEY_SECRET_NAME,
+                AUTH_TOKEN_SECRET_NAME: props.config.AUTH_TOKEN_ENCRYPTION_KEY_SECRET_NAME,
+            },
+            vpc: props.vpc,
+            securityGroups: props.securityGroups,
+        });
+
+        this.stateEncryptionSecret.grantRead(versionedInitFn);
+        this.stateEncryptionSecret.grantWrite(versionedInitFn);
+        this.tokenEncryptionSecret.grantRead(versionedInitFn);
+        this.tokenEncryptionSecret.grantWrite(versionedInitFn);
+
+        // Do not use mlSpaceAppRole here: grantInvoke(role) lives on the IAM stack while this Lambda
+        // lives on Core, which already depends on that role — that creates a cross-stack cycle.
+
+        // AwsCustomResource Lambda.invoke treats FunctionError as success (HTTP 200). A thin Node
+        // onEvent handler fails the stack when the init Lambda returns an error payload.
+        // Node.js 18+ runtimes do not ship aws-sdk v2; bundle @aws-sdk/client-lambda via NodejsFunction.
+        const invokerFn = new NodejsFunction(this, 'AuthSecretsVersionedJsonInitInvoker', {
+            functionName: 'mls-lambda-auth-secrets-versioned-json-init-invoker',
+            runtime: Runtime.NODEJS_20_X,
+            entry: path.join(process.cwd(), 'lib/lambdas/auth-secrets-init-invoker/index.ts'),
+            handler: 'handler',
+            timeout: Duration.minutes(5),
+            memorySize: 128,
+            environment: {
+                TARGET_FUNCTION_NAME: versionedInitFn.functionName,
+            },
+            bundling: {
+                minify: true,
+                sourceMap: false,
+            },
+        });
+
+        versionedInitFn.grantInvoke(invokerFn);
+
+        const provider = new Provider(this, 'InitAuthSecretsVersionedJsonProvider', {
+            onEventHandler: invokerFn,
+        });
+
+        const cr = new CustomResource(this, 'InitAuthSecretsVersionedJson', {
+            serviceToken: provider.serviceToken,
+        });
+        cr.node.addDependency(versionedInitFn);
+        cr.node.addDependency(this.stateEncryptionSecret);
+        cr.node.addDependency(this.tokenEncryptionSecret);
     }
     
     private setupStateKeyRotation (props: AuthSecretsConstructProps) {
diff --git a/lib/constructs/iamConstruct.ts b/lib/constructs/iamConstruct.ts
index 6f8446bc..98670908 100644
--- a/lib/constructs/iamConstruct.ts
+++ b/lib/constructs/iamConstruct.ts
@@ -215,6 +215,7 @@ export class IAMConstruct extends Construct {
                         'ec2:DescribeSecurityGroups',
                         'ec2:DescribeVpcs',
                         // SageMaker list actions that are not bound by resource identifier.
+                        'sagemaker:DescribeWorkforce',
                         'sagemaker:DescribeWorkteam',
                         'sagemaker:ListEndpointConfigs',
                         'sagemaker:ListEndpoints',
diff --git a/lib/constructs/vpcConstruct.ts b/lib/constructs/vpcConstruct.ts
index 5678dba2..e5e93171 100644
--- a/lib/constructs/vpcConstruct.ts
+++ b/lib/constructs/vpcConstruct.ts
@@ -17,6 +17,7 @@
 import { Stack } from 'aws-cdk-lib';
 import {
     GatewayVpcEndpointAwsService,
+    IpAddresses,
     ISecurityGroup,
     IVpc,
     InterfaceVpcEndpointAwsService,
@@ -49,24 +50,40 @@ export class VPCConstruct extends Construct {
             });
             this.vpcSecurityGroupId = props.mlspaceConfig.EXISTING_VPC_DEFAULT_SECURITY_GROUP;
         } else {
+            const subnetCidrMask = props.mlspaceConfig.VPC_SUBNET_IPV4_CIDR_MASK;
+            const subnetConfiguration = [
+                {
+                    cidrMask: subnetCidrMask,
+                    name: 'MLSpace-Public',
+                    subnetType: SubnetType.PUBLIC,
+                },
+                {
+                    cidrMask: subnetCidrMask,
+                    name: 'MLSpace-Private',
+                    subnetType: SubnetType.PRIVATE_WITH_EGRESS,
+                },
+            ];
+
+            const poolId = props.mlspaceConfig.VPC_IPV4_IPAM_POOL_ID?.trim();
+            const vpcMask = props.mlspaceConfig.VPC_IPAM_IPV4_NETMASK_LENGTH;
+
+            /* eslint-disable spellcheck/spell-checker -- AWS CDK IpAddresses.awsIpamAllocation property names */
             const mlSpaceVPC = new Vpc(scope, 'MLSpace-VPC', {
                 enableDnsHostnames: true,
                 enableDnsSupport: true,
                 availabilityZones: isIsoB ? ['us-isob-east-1b', 'us-isob-east-1c'] : undefined,
                 restrictDefaultSecurityGroup: false,
-                subnetConfiguration: [
-                    {
-                        cidrMask: 23,
-                        name: 'MLSpace-Public',
-                        subnetType: SubnetType.PUBLIC,
-                    },
-                    {
-                        cidrMask: 23,
-                        name: 'MLSpace-Private',
-                        subnetType: SubnetType.PRIVATE_WITH_EGRESS,
-                    },
-                ],
+                ...(poolId && vpcMask !== undefined
+                    ? {
+                        ipAddresses: IpAddresses.awsIpamAllocation({
+                            ipv4IpamPoolId: poolId,
+                            ipv4NetmaskLength: vpcMask,
+                        }),
+                    }
+                    : {}),
+                subnetConfiguration,
             });
+            /* eslint-enable spellcheck/spell-checker */
 
             this.vpc = mlSpaceVPC;
             this.vpcSecurityGroupId = mlSpaceVPC.vpcDefaultSecurityGroup;
diff --git a/lib/lambda-defaults.ts b/lib/lambda-defaults.ts
new file mode 100644
index 00000000..8549bac9
--- /dev/null
+++ b/lib/lambda-defaults.ts
@@ -0,0 +1,20 @@
+/**
+  Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
+
+  Licensed under the Apache License, Version 2.0 (the "License").
+  You may not use this file except in compliance with the License.
+  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+  Unless required by applicable law or agreed to in writing, software
+  distributed under the License is distributed on an "AS IS" BASIS,
+  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+  See the License for the specific language governing permissions and
+  limitations under the License.
+*/
+
+import { Architecture, Runtime } from 'aws-cdk-lib/aws-lambda';
+
+export const LAMBDA_ARCHITECTURE = Architecture.X86_64;
+export const LAMBDA_RUNTIME = Runtime.PYTHON_3_11;
diff --git a/lib/lambdas/auth-secrets-init-invoker/index.ts b/lib/lambdas/auth-secrets-init-invoker/index.ts
new file mode 100644
index 00000000..dd7ea898
--- /dev/null
+++ b/lib/lambdas/auth-secrets-init-invoker/index.ts
@@ -0,0 +1,54 @@
+/**
+Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License").
+You may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+import { InvokeCommand, LambdaClient } from '@aws-sdk/client-lambda';
+import type { CloudFormationCustomResourceEvent } from 'aws-lambda';
+
+const physicalId = 'mlspace-auth-secrets-versioned-json-v1';
+
+export async function handler (
+    event: CloudFormationCustomResourceEvent
+): Promise<{ PhysicalResourceId: string }> {
+    if (event.RequestType === 'Delete') {
+        return { PhysicalResourceId: event.PhysicalResourceId || physicalId };
+    }
+    const target = process.env.TARGET_FUNCTION_NAME;
+    if (!target) {
+        throw new Error('TARGET_FUNCTION_NAME is not set');
+    }
+    const client = new LambdaClient({ region: process.env.AWS_REGION });
+    const result = await client.send(
+        new InvokeCommand({
+            FunctionName: target,
+            InvocationType: 'RequestResponse',
+            Payload: new Uint8Array(Buffer.from('{}')),
+        })
+    );
+    if (result.StatusCode === undefined || result.StatusCode < 200 || result.StatusCode >= 300) {
+        throw new Error(`Lambda invoke failed with status ${result.StatusCode}`);
+    }
+    if (result.FunctionError) {
+        let detail = '';
+        try {
+            const raw = result.Payload ? Buffer.from(result.Payload).toString() : '';
+            detail = raw ? JSON.stringify(JSON.parse(raw)) : '';
+        } catch {
+            detail = result.Payload ? Buffer.from(result.Payload).toString() : '';
+        }
+        throw new Error(`${result.FunctionError}: ${detail}`);
+    }
+    return { PhysicalResourceId: physicalId };
+}
diff --git a/lib/utils/configTypes.ts b/lib/utils/configTypes.ts
index 067f06e0..b7f44507 100644
--- a/lib/utils/configTypes.ts
+++ b/lib/utils/configTypes.ts
@@ -13,7 +13,7 @@
   See the License for the specific language governing permissions and
   limitations under the License.
 */
-import _ = require('lodash');
+import * as _ from 'lodash';
 import {
     ACCESS_LOGS_BUCKET_NAME,
     ADDITIONAL_LAMBDA_ENVIRONMENT_VARS,
@@ -53,6 +53,9 @@ import {
     EXISTING_VPC_DEFAULT_SECURITY_GROUP,
     EXISTING_VPC_ID,
     EXISTING_VPC_NAME,
+    VPC_IPV4_IPAM_POOL_ID,
+    VPC_IPAM_IPV4_NETMASK_LENGTH,
+    VPC_SUBNET_IPV4_CIDR_MASK,
     IAM_RESOURCE_PREFIX,
     IDP_ENDPOINT_SSM_PARAM,
     INTERNAL_OIDC_URL,
@@ -92,7 +95,8 @@ import {
     WEBSITE_BUCKET_NAME,
     SYSTEM_ROLE_ARN,
     SHOW_MIGRATION_OPTIONS,
-    WEB_CUSTOM_DOMAIN_NAME
+    WEB_CUSTOM_DOMAIN_NAME,
+    ALLOW_LOCALHOST
 } from '../constants';
 import * as fs from 'fs';
 import { Architecture, Runtime } from 'aws-cdk-lib/aws-lambda';
@@ -175,6 +179,12 @@ export type MLSpaceConfig = {
     EXISTING_VPC_NAME: string,
     EXISTING_VPC_ID: string,
     EXISTING_VPC_DEFAULT_SECURITY_GROUP: string,
+    /** Optional IPAM pool for new VPC (IP version 4); empty = CDK default CIDR. */
+    VPC_IPV4_IPAM_POOL_ID: string,
+    /** VPC / mask length from IPAM when using VPC_IPV4_IPAM_POOL_ID. */
+    VPC_IPAM_IPV4_NETMASK_LENGTH: number | undefined,
+    /** Per-tier subnet mask for new VPC (public + private). */
+    VPC_SUBNET_IPV4_CIDR_MASK: number,
     S3_READER_ROLE_ARN: string,
     BUCKET_DEPLOYMENT_ROLE_ARN: string,
     ENDPOINT_CONFIG_INSTANCE_CONSTRAINT_POLICY_ARN: string,
@@ -188,7 +198,8 @@ export type MLSpaceConfig = {
     BACKGROUND_REFRESH_INTERVAL: number,
 
     SHOW_MIGRATION_OPTIONS?: boolean,
-    WEB_CUSTOM_DOMAIN_NAME?: string
+    WEB_CUSTOM_DOMAIN_NAME?: string,
+    ALLOW_LOCALHOST?: boolean
 };
 
 const validateRequiredProperty = (val: string, name: string) => {
@@ -198,6 +209,65 @@ const validateRequiredProperty = (val: string, name: string) => {
     }
 };
 
+type AuthOidcBooleanKey = 'AUTH_OIDC_VERIFY_SSL' | 'AUTH_OIDC_VERIFY_SIGNATURE' | 'AUTH_OIDC_USE_PKCE';
+
+const AUTH_OIDC_BOOLEAN_FIELDS: { key: AuthOidcBooleanKey; fallback: boolean }[] = [
+    { key: 'AUTH_OIDC_VERIFY_SSL', fallback: AUTH_OIDC_VERIFY_SSL },
+    { key: 'AUTH_OIDC_VERIFY_SIGNATURE', fallback: AUTH_OIDC_VERIFY_SIGNATURE },
+    { key: 'AUTH_OIDC_USE_PKCE', fallback: AUTH_OIDC_USE_PKCE },
+];
+
+/**
+ * Parse a loose boolean (JSON merge may leave strings; deploy env is always a string).
+ * Returns undefined if the value cannot be interpreted as boolean.
+ */
+function parseLooseBoolean (value: unknown): boolean | undefined {
+    if (typeof value === 'boolean') {
+        return value;
+    }
+    if (typeof value === 'number' && !Number.isNaN(value)) {
+        if (value === 0) {
+            return false;
+        }
+        if (value === 1) {
+            return true;
+        }
+        return undefined;
+    }
+    if (typeof value === 'string') {
+        const v = value.trim().toLowerCase();
+        if (['true', '1', 'yes'].includes(v)) {
+            return true;
+        }
+        if (['false', '0', 'no'].includes(v)) {
+            return false;
+        }
+        return undefined;
+    }
+    return undefined;
+}
+
+/** Coerce OIDC boolean flags after config merge; then apply optional CDK deploy-time process.env overrides. */
+function resolveAuthOidcBooleanFields (config: MLSpaceConfig) {
+    for (const { key, fallback } of AUTH_OIDC_BOOLEAN_FIELDS) {
+        const parsed = parseLooseBoolean(config[key]);
+        config[key] = parsed !== undefined ? parsed : fallback;
+    }
+    for (const { key } of AUTH_OIDC_BOOLEAN_FIELDS) {
+        const raw = process.env[key];
+        if (raw === undefined || raw === '') {
+            continue;
+        }
+        const parsed = parseLooseBoolean(raw);
+        if (parsed === undefined) {
+            throw new Error(
+                `Invalid ${key} environment variable: "${raw}". Use true/false, 1/0, or yes/no.`
+            );
+        }
+        config[key] = parsed;
+    }
+}
+
 /**
  * Generates an MLSpaceConfig object containing settings from config.json (if it exists), 
  * or defaulting to settings in constants.ts if that property hasn't been set
@@ -281,6 +351,9 @@ export function generateConfig (accountId?: string) {
         EXISTING_VPC_NAME: EXISTING_VPC_NAME,
         EXISTING_VPC_ID: EXISTING_VPC_ID,
         EXISTING_VPC_DEFAULT_SECURITY_GROUP: EXISTING_VPC_DEFAULT_SECURITY_GROUP,
+        VPC_IPV4_IPAM_POOL_ID: VPC_IPV4_IPAM_POOL_ID,
+        VPC_IPAM_IPV4_NETMASK_LENGTH: VPC_IPAM_IPV4_NETMASK_LENGTH,
+        VPC_SUBNET_IPV4_CIDR_MASK: VPC_SUBNET_IPV4_CIDR_MASK,
         S3_READER_ROLE_ARN: S3_READER_ROLE_ARN,
         BUCKET_DEPLOYMENT_ROLE_ARN: BUCKET_DEPLOYMENT_ROLE_ARN,
         NOTEBOOK_ROLE_ARN: NOTEBOOK_ROLE_ARN,
@@ -291,7 +364,8 @@ export function generateConfig (accountId?: string) {
         BACKGROUND_REFRESH_INTERVAL: BACKGROUND_REFRESH_INTERVAL,
 
         SHOW_MIGRATION_OPTIONS: SHOW_MIGRATION_OPTIONS,
-        WEB_CUSTOM_DOMAIN_NAME: WEB_CUSTOM_DOMAIN_NAME
+        WEB_CUSTOM_DOMAIN_NAME: WEB_CUSTOM_DOMAIN_NAME,
+        ALLOW_LOCALHOST: ALLOW_LOCALHOST
     };
 
     //Try to load account-specific config or config generated by config-helper
@@ -314,6 +388,10 @@ export function generateConfig (accountId?: string) {
         }
     }
 
+    // String values in config.json (e.g. "false") are truthy in JS and would break Lambda env emission;
+    // CI/CD may set AUTH_OIDC_* on the deploy process — merge those into config here.
+    resolveAuthOidcBooleanFields(config);
+
     validateRequiredProperty(config.AWS_ACCOUNT, 'AWS_ACCOUNT');
     validateRequiredProperty(config.AWS_REGION, 'AWS_REGION');
 
@@ -367,5 +445,107 @@ export function generateConfig (accountId?: string) {
         validateRequiredProperty(config.KEY_MANAGER_ROLE_NAME, 'KEY_MANAGER_ROLE_NAME');
     }
 
+    validateVpcNetworkingConfig(config);
+
     return config;
 }
+
+function parseConfigInt (value: unknown): number | undefined {
+    if (value === undefined || value === null || value === '') {
+        return undefined;
+    }
+    if (typeof value === 'number' && Number.isInteger(value)) {
+        return value;
+    }
+    if (typeof value === 'string') {
+        const trimmed = value.trim();
+        if (trimmed === '' || !/^\d+$/.test(trimmed)) {
+            return undefined;
+        }
+        const n = Number(trimmed);
+        return Number.isInteger(n) && Number.isSafeInteger(n) ? n : undefined;
+    }
+    return undefined;
+}
+
+/**
+ * Optional VPC/IPAM settings: defaults preserve legacy behavior; invalid combinations fail fast with clear errors.
+ */
+function validateVpcNetworkingConfig (config: MLSpaceConfig) {
+    if (typeof config.EXISTING_VPC_ID === 'string') {
+        config.EXISTING_VPC_ID = config.EXISTING_VPC_ID.trim();
+    }
+    if (typeof config.EXISTING_VPC_NAME === 'string') {
+        config.EXISTING_VPC_NAME = config.EXISTING_VPC_NAME.trim();
+    }
+    if (typeof config.EXISTING_VPC_DEFAULT_SECURITY_GROUP === 'string') {
+        config.EXISTING_VPC_DEFAULT_SECURITY_GROUP = config.EXISTING_VPC_DEFAULT_SECURITY_GROUP.trim();
+    }
+
+    const hasExistingVpcId = Boolean(config.EXISTING_VPC_ID);
+    const hasExistingVpcName = Boolean(config.EXISTING_VPC_NAME);
+    const hasExistingVpcDefaultSecurityGroup = Boolean(config.EXISTING_VPC_DEFAULT_SECURITY_GROUP);
+    const existingVpcFieldCount =
+        Number(hasExistingVpcId) + Number(hasExistingVpcName) + Number(hasExistingVpcDefaultSecurityGroup);
+    if (existingVpcFieldCount > 0 && existingVpcFieldCount < 3) {
+        throw new Error(
+            'EXISTING_VPC_ID, EXISTING_VPC_NAME, and EXISTING_VPC_DEFAULT_SECURITY_GROUP must all be set to ' +
+                'non-empty values when using an existing VPC, or leave all three unset for a new VPC.'
+        );
+    }
+
+    const existingVpc = hasExistingVpcId && hasExistingVpcName && hasExistingVpcDefaultSecurityGroup;
+
+    const poolId =
+        typeof config.VPC_IPV4_IPAM_POOL_ID === 'string'
+            ? config.VPC_IPV4_IPAM_POOL_ID.trim()
+            : '';
+
+    if (poolId && existingVpc) {
+        throw new Error(
+            'VPC_IPV4_IPAM_POOL_ID applies only when MLSpace creates a new VPC. ' +
+            'Remove VPC_IPV4_IPAM_POOL_ID (and VPC_IPAM_IPV4_NETMASK_LENGTH) when using an existing VPC.'
+        );
+    }
+
+    const rawSubnet = config.VPC_SUBNET_IPV4_CIDR_MASK as unknown;
+    let subnetMask: number;
+    if (rawSubnet === undefined || rawSubnet === null || rawSubnet === '') {
+        subnetMask = VPC_SUBNET_IPV4_CIDR_MASK;
+    } else {
+        const parsed = parseConfigInt(rawSubnet);
+        if (parsed === undefined || parsed < 16 || parsed > 28) {
+            throw new Error(
+                'VPC_SUBNET_IPV4_CIDR_MASK must be an integer between 16 and 28 (per-tier subnet size).'
+            );
+        }
+        subnetMask = parsed;
+    }
+    config.VPC_SUBNET_IPV4_CIDR_MASK = subnetMask;
+
+    if (!poolId) {
+        const orphanVpcMask = parseConfigInt(config.VPC_IPAM_IPV4_NETMASK_LENGTH as unknown);
+        if (orphanVpcMask !== undefined) {
+            throw new Error(
+                'VPC_IPAM_IPV4_NETMASK_LENGTH is set but VPC_IPV4_IPAM_POOL_ID is empty. ' +
+                'Set both for IPAM, or remove VPC_IPAM_IPV4_NETMASK_LENGTH for the default (non-IPAM) VPC.'
+            );
+        }
+        config.VPC_IPAM_IPV4_NETMASK_LENGTH = undefined;
+        return;
+    }
+
+    const vpcMask = parseConfigInt(config.VPC_IPAM_IPV4_NETMASK_LENGTH as unknown);
+    if (vpcMask === undefined || vpcMask < 16 || vpcMask > 28) {
+        throw new Error(
+            'VPC_IPAM_IPV4_NETMASK_LENGTH is required when VPC_IPV4_IPAM_POOL_ID is set, ' +
+            'and must be an integer between 16 and 28 (VPC allocation size from the pool).'
+        );
+    }
+    if (subnetMask < vpcMask) {
+        throw new Error(
+            'VPC_SUBNET_IPV4_CIDR_MASK must be >= VPC_IPAM_IPV4_NETMASK_LENGTH so each subnet fits in the VPC CIDR.'
+        );
+    }
+    config.VPC_IPAM_IPV4_NETMASK_LENGTH = vpcMask;
+}
diff --git a/lib/utils/layers.ts b/lib/utils/layers.ts
index f39af5d9..06a10753 100644
--- a/lib/utils/layers.ts
+++ b/lib/utils/layers.ts
@@ -15,7 +15,7 @@
 */
 
 import * as path from 'path';
-import { existsSync, mkdirSync, rmdirSync, cpSync } from 'fs';
+import { existsSync, mkdirSync, rmSync, cpSync } from 'fs';
 import { Architecture, Code, LayerVersion } from 'aws-cdk-lib/aws-lambda';
 import { Asset } from 'aws-cdk-lib/aws-s3-assets';
 import { BundlingOutput } from 'aws-cdk-lib';
@@ -100,7 +100,7 @@ export class LambdaLayer extends Construct {
     cleanBuildDir (buildDir: string, layerDir: string, bundleAction: () => Code) {
         // ensure nothing was leftover from before
         if (existsSync(buildDir)) {
-            rmdirSync(buildDir, { recursive: true });
+            rmSync(buildDir, { recursive: true, force: true });
         }
 
         // create the build directory
@@ -119,7 +119,7 @@ export class LambdaLayer extends Construct {
         } finally {
             // cleanup
             if (existsSync(buildDir)) {
-                rmdirSync(buildDir, { recursive: true, });
+                rmSync(buildDir, { recursive: true, force: true });
             }
         }
     }
diff --git a/package-lock.json b/package-lock.json
index 7b2b9bb4..6575421a 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -9,49 +9,51 @@
             "version": "1.0.0",
             "license": "UNLICENSED",
             "dependencies": {
-                "aws-cdk-lib": "^2.177.0",
-                "fs-extra": "^11.3.0",
+                "aws-cdk-lib": "^2.248.0",
+                "fs-extra": "^11.3.4",
                 "js-yaml": "^4.1.1",
                 "jsonschema": "^1.5.0"
             },
             "devDependencies": {
-                "@aws-sdk/client-s3": "^3.975.0",
-                "@cdklabs/cdk-enterprise-iac": "^0.0.512",
-                "@stylistic/eslint-plugin": "^1.8.1",
-                "@types/aws-lambda": "8.10.119",
-                "@types/jsonwebtoken": "^9.0.8",
-                "@types/lodash": "^4.17.15",
-                "@types/node": "^22.13.1",
-                "@typescript-eslint/eslint-plugin": "^7.18.0",
-                "aws-cdk-lib": "^2.177.0",
-                "constructs": "^10.4.2",
+                "@aws-sdk/client-lambda": "^3.1026.0",
+                "@aws-sdk/client-s3": "^3.1026.0",
+                "@cdklabs/cdk-enterprise-iac": "^0.1.0",
+                "@stylistic/eslint-plugin": "^5.10.0",
+                "@types/aws-lambda": "8.10.161",
+                "@types/jsonwebtoken": "^9.0.10",
+                "@types/lodash": "^4.17.24",
+                "@types/node": "^25.5.2",
+                "@typescript-eslint/eslint-plugin": "^8.58.1",
+                "aws-cdk-lib": "^2.248.0",
+                "constructs": "^10.6.0",
                 "enquirer": "^2.4.1",
-                "esbuild": "^0.25.0",
-                "eslint": "^8.57.1",
-                "eslint-plugin-react-hooks": "^4.6.2",
+                "esbuild": "^0.28.0",
+                "eslint": "^9.39.0",
                 "eslint-plugin-spellcheck": "^0.0.20",
-                "figlet": "^1.8.0",
-                "lint-staged": "^13.3.0",
-                "typescript": "~4.7.4"
+                "figlet": "^1.11.0",
+                "lint-staged": "^16.4.0",
+                "source-map-support": "^0.5.21",
+                "typescript": "~6.0.2"
             }
         },
         "node_modules/@aws-cdk/asset-awscli-v1": {
-            "version": "2.2.242",
-            "resolved": "https://registry.npmjs.org/@aws-cdk/asset-awscli-v1/-/asset-awscli-v1-2.2.242.tgz",
-            "integrity": "sha512-4c1bAy2ISzcdKXYS1k4HYZsNrgiwbiDzj36ybwFVxEWZXVAP0dimQTCaB9fxu7sWzEjw3d+eaw6Fon+QTfTIpQ==",
+            "version": "2.2.273",
+            "resolved": "https://registry.npmjs.org/@aws-cdk/asset-awscli-v1/-/asset-awscli-v1-2.2.273.tgz",
+            "integrity": "sha512-X57HYUtHt9BQrlrzUNcMyRsDUCoakYNnY6qh5lNwRCHPtQoTfXmuISkfLk0AjLkcbS5lw1LLTQFiQhTDXfiTvg==",
             "dev": true,
             "license": "Apache-2.0"
         },
         "node_modules/@aws-cdk/asset-node-proxy-agent-v6": {
-            "version": "2.1.0",
-            "resolved": "https://registry.npmjs.org/@aws-cdk/asset-node-proxy-agent-v6/-/asset-node-proxy-agent-v6-2.1.0.tgz",
-            "integrity": "sha512-7bY3J8GCVxLupn/kNmpPc5VJz8grx+4RKfnnJiO1LG+uxkZfANZG3RMHhE+qQxxwkyQ9/MfPtTpf748UhR425A==",
-            "dev": true
+            "version": "2.1.1",
+            "resolved": "https://registry.npmjs.org/@aws-cdk/asset-node-proxy-agent-v6/-/asset-node-proxy-agent-v6-2.1.1.tgz",
+            "integrity": "sha512-We4bmHaowOPHr+IQR4/FyTGjRfjgBj4ICMjtqmJeBDWad3Q/6St12NT07leNtyuukv2qMhtSZJQorD8KpKTwRA==",
+            "dev": true,
+            "license": "Apache-2.0"
         },
         "node_modules/@aws-cdk/cloud-assembly-schema": {
-            "version": "48.5.0",
-            "resolved": "https://registry.npmjs.org/@aws-cdk/cloud-assembly-schema/-/cloud-assembly-schema-48.5.0.tgz",
-            "integrity": "sha512-IH9KWy+Cxz9v/1h0qfbviXhhXFH86wV+lUHB2EKA0Sum0E1nGBM0jCgJjhdw809Mu/Xta+ggE2ceoSG4sftTCA==",
+            "version": "53.13.0",
+            "resolved": "https://registry.npmjs.org/@aws-cdk/cloud-assembly-schema/-/cloud-assembly-schema-53.13.0.tgz",
+            "integrity": "sha512-LgRc8Sl1VzuhhPWmJ4hpajBe8Y8coA3KbpAmej7X4nPvWO/x4nUoZSysUKCx2YldLAAYlzwc0mkDHmc/YMZ6vg==",
             "bundleDependencies": [
                 "jsonschema",
                 "semver"
@@ -60,7 +62,7 @@
             "license": "Apache-2.0",
             "dependencies": {
                 "jsonschema": "~1.4.1",
-                "semver": "^7.7.2"
+                "semver": "^7.7.4"
             },
             "engines": {
                 "node": ">= 18.0.0"
@@ -76,7 +78,7 @@
             }
         },
         "node_modules/@aws-cdk/cloud-assembly-schema/node_modules/semver": {
-            "version": "7.7.2",
+            "version": "7.7.4",
             "dev": true,
             "inBundle": true,
             "license": "ISC",
@@ -119,6 +121,7 @@
             "resolved": "https://registry.npmjs.org/@aws-crypto/sha1-browser/-/sha1-browser-5.2.0.tgz",
             "integrity": "sha512-OH6lveCFfcDjX4dbAvCFSYUjJZjDr/3XJ3xHtjn3Oj5b9RjojQo8npoLeA/bNwkOkrSQ0wgrHzXk4tDRxGKJeg==",
             "dev": true,
+            "license": "Apache-2.0",
             "dependencies": {
                 "@aws-crypto/supports-web-crypto": "^5.2.0",
                 "@aws-crypto/util": "^5.2.0",
@@ -133,6 +136,7 @@
             "resolved": "https://registry.npmjs.org/@smithy/is-array-buffer/-/is-array-buffer-2.2.0.tgz",
             "integrity": "sha512-GGP3O9QFD24uGeAXYUjwSTXARoqpZykHadOmA8G5vfJPK0/DC67qa//0qvqrJzL1xc8WQWX7/yc7fwudjPHPhA==",
             "dev": true,
+            "license": "Apache-2.0",
             "dependencies": {
                 "tslib": "^2.6.2"
             },
@@ -145,6 +149,7 @@
             "resolved": "https://registry.npmjs.org/@smithy/util-buffer-from/-/util-buffer-from-2.2.0.tgz",
             "integrity": "sha512-IJdWBbTcMQ6DA0gdNhh/BwrLkDR+ADW5Kr1aZmd4k3DIF6ezMV4R2NIAmT08wQJ3yUK82thHWmC/TnK/wpMMIA==",
             "dev": true,
+            "license": "Apache-2.0",
             "dependencies": {
                 "@smithy/is-array-buffer": "^2.2.0",
                 "tslib": "^2.6.2"
@@ -158,6 +163,7 @@
             "resolved": "https://registry.npmjs.org/@smithy/util-utf8/-/util-utf8-2.3.0.tgz",
             "integrity": "sha512-R8Rdn8Hy72KKcebgLiv8jQcQkXoLMOGGv5uI1/k0l+snqkOzQ1R0ChUBCxWMlBsFMekWjq0wRudIweFs7sKT5A==",
             "dev": true,
+            "license": "Apache-2.0",
             "dependencies": {
                 "@smithy/util-buffer-from": "^2.2.0",
                 "tslib": "^2.6.2"
@@ -243,6 +249,7 @@
             "resolved": "https://registry.npmjs.org/@aws-crypto/supports-web-crypto/-/supports-web-crypto-5.2.0.tgz",
             "integrity": "sha512-iAvUotm021kM33eCdNfwIN//F77/IADDSs58i+MDaOqFrVjZo9bAal0NK7HurRuWLLpF1iLX7gbWrjHjeo+YFg==",
             "dev": true,
+            "license": "Apache-2.0",
             "dependencies": {
                 "tslib": "^2.6.2"
             }
@@ -252,6 +259,7 @@
             "resolved": "https://registry.npmjs.org/@aws-crypto/util/-/util-5.2.0.tgz",
             "integrity": "sha512-4RkU9EsI6ZpBve5fseQlGNUWKMa1RLPQ1dnjnQoe07ldfIzcsGb5hC5W0Dm7u423KWzawlrpbjXBrXCEv9zazQ==",
             "dev": true,
+            "license": "Apache-2.0",
             "dependencies": {
                 "@aws-sdk/types": "^3.222.0",
                 "@smithy/util-utf8": "^2.0.0",
@@ -263,6 +271,7 @@
             "resolved": "https://registry.npmjs.org/@smithy/is-array-buffer/-/is-array-buffer-2.2.0.tgz",
             "integrity": "sha512-GGP3O9QFD24uGeAXYUjwSTXARoqpZykHadOmA8G5vfJPK0/DC67qa//0qvqrJzL1xc8WQWX7/yc7fwudjPHPhA==",
             "dev": true,
+            "license": "Apache-2.0",
             "dependencies": {
                 "tslib": "^2.6.2"
             },
@@ -275,6 +284,7 @@
             "resolved": "https://registry.npmjs.org/@smithy/util-buffer-from/-/util-buffer-from-2.2.0.tgz",
             "integrity": "sha512-IJdWBbTcMQ6DA0gdNhh/BwrLkDR+ADW5Kr1aZmd4k3DIF6ezMV4R2NIAmT08wQJ3yUK82thHWmC/TnK/wpMMIA==",
             "dev": true,
+            "license": "Apache-2.0",
             "dependencies": {
                 "@smithy/is-array-buffer": "^2.2.0",
                 "tslib": "^2.6.2"
@@ -288,6 +298,7 @@
             "resolved": "https://registry.npmjs.org/@smithy/util-utf8/-/util-utf8-2.3.0.tgz",
             "integrity": "sha512-R8Rdn8Hy72KKcebgLiv8jQcQkXoLMOGGv5uI1/k0l+snqkOzQ1R0ChUBCxWMlBsFMekWjq0wRudIweFs7sKT5A==",
             "dev": true,
+            "license": "Apache-2.0",
             "dependencies": {
                 "@smithy/util-buffer-from": "^2.2.0",
                 "tslib": "^2.6.2"
@@ -296,117 +307,123 @@
                 "node": ">=14.0.0"
             }
         },
-        "node_modules/@aws-sdk/client-s3": {
-            "version": "3.975.0",
-            "resolved": "https://registry.npmjs.org/@aws-sdk/client-s3/-/client-s3-3.975.0.tgz",
-            "integrity": "sha512-aF1M/iMD29BPcpxjqoym0YFa4WR9Xie1/IhVumwOGH6TB45DaqYO7vLwantDBcYNRn/cZH6DFHksO7RmwTFBhw==",
+        "node_modules/@aws-sdk/client-lambda": {
+            "version": "3.1026.0",
+            "resolved": "https://registry.npmjs.org/@aws-sdk/client-lambda/-/client-lambda-3.1026.0.tgz",
+            "integrity": "sha512-JjSAWJ73BSDxFjWTibpU5VHrPZzRkVOsrjSZFVzugSDHMEXXOOkJsQurhFeqku5Kd2auOJozV7X/sfv2O7Lk4A==",
             "dev": true,
             "license": "Apache-2.0",
             "dependencies": {
-                "@aws-crypto/sha1-browser": "5.2.0",
                 "@aws-crypto/sha256-browser": "5.2.0",
                 "@aws-crypto/sha256-js": "5.2.0",
-                "@aws-sdk/core": "^3.973.1",
-                "@aws-sdk/credential-provider-node": "^3.972.1",
-                "@aws-sdk/middleware-bucket-endpoint": "^3.972.1",
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@@ -439,13 +456,13 @@
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@@ -453,16 +470,16 @@
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@@ -470,21 +487,21 @@
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@@ -492,25 +509,25 @@
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@@ -518,19 +535,19 @@
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diff --git a/package.json b/package.json
index e2e4d835..9243609f 100644
--- a/package.json
+++ b/package.json
@@ -14,28 +14,29 @@
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+        "@aws-sdk/client-lambda": "^3.1026.0",
+        "@aws-sdk/client-s3": "^3.1026.0",
+        "@cdklabs/cdk-enterprise-iac": "^0.1.0",
+        "@stylistic/eslint-plugin": "^5.10.0",
+        "@types/aws-lambda": "8.10.161",
+        "@types/jsonwebtoken": "^9.0.10",
+        "@types/lodash": "^4.17.24",
+        "@types/node": "^25.5.2",
+        "@typescript-eslint/eslint-plugin": "^8.58.1",
+        "aws-cdk-lib": "^2.248.0",
+        "constructs": "^10.6.0",
         "enquirer": "^2.4.1",
-        "esbuild": "^0.25.0",
-        "eslint": "^8.57.1",
-        "eslint-plugin-react-hooks": "^4.6.2",
+        "esbuild": "^0.28.0",
+        "eslint": "^9.39.0",
         "eslint-plugin-spellcheck": "^0.0.20",
-        "figlet": "^1.8.0",
-        "lint-staged": "^13.3.0",
-        "typescript": "~4.7.4"
+        "figlet": "^1.11.0",
+        "lint-staged": "^16.4.0",
+        "source-map-support": "^0.5.21",
+        "typescript": "~6.0.2"
     },
     "dependencies": {
-        "aws-cdk-lib": "^2.177.0",
-        "fs-extra": "^11.3.0",
+        "aws-cdk-lib": "^2.248.0",
+        "fs-extra": "^11.3.4",
         "js-yaml": "^4.1.1",
         "jsonschema": "^1.5.0"
     },
diff --git a/scripts/precommit-eslint.sh b/scripts/precommit-eslint.sh
new file mode 100755
index 00000000..a645d635
--- /dev/null
+++ b/scripts/precommit-eslint.sh
@@ -0,0 +1,62 @@
+#!/usr/bin/env bash
+# Run ESLint with the binary and config that match each package. Invokes at most three
+# processes total (frontend paths, cypress paths, CDK/other paths) instead of one per file.
+set -uo pipefail
+root="$(git rev-parse --show-toplevel)"
+cd "$root"
+
+root_eslint="${root}/node_modules/.bin/eslint"
+front_eslint="${root}/frontend/node_modules/.bin/eslint"
+cypress_eslint="${root}/cypress/node_modules/.bin/eslint"
+
+if [[ ! -x "$root_eslint" ]]; then
+  echo "error: missing ${root_eslint} — run npm install at the repo root" >&2
+  exit 1
+fi
+if [[ ! -x "$front_eslint" ]]; then
+  echo "error: missing ${front_eslint} — run npm install in frontend/" >&2
+  exit 1
+fi
+
+# Root + frontend still use .eslintrc (legacy). Cypress uses eslint.config.mjs in cypress/.
+# If Cypress files were linted via the frontend binary, ESLint would walk up and apply the
+# repo-root .eslintrc (spellcheck, etc.) — wrong for the e2e package.
+
+front_paths=()
+cypress_pkg_paths=()
+root_paths=()
+
+for arg in "$@"; do
+  f="$arg"
+  if [[ "$f" == "$root"/* ]]; then
+    f="${f#"$root"/}"
+  fi
+  case "$f" in
+    frontend/*)
+      front_paths+=("${f#frontend/}")
+      ;;
+    cypress/*)
+      cypress_pkg_paths+=("${f#cypress/}")
+      ;;
+    *)
+      root_paths+=("$f")
+      ;;
+  esac
+done
+
+status=0
+if [[ ${#front_paths[@]} -gt 0 ]]; then
+  (cd "${root}/frontend" && ESLINT_USE_FLAT_CONFIG=false "$front_eslint" --fix "${front_paths[@]}") || status=$?
+fi
+if [[ ${#cypress_pkg_paths[@]} -gt 0 ]]; then
+  if [[ ! -x "$cypress_eslint" ]]; then
+    echo "error: missing ${cypress_eslint} — run npm install in cypress/" >&2
+    exit 1
+  fi
+  (cd "${root}/cypress" && "$cypress_eslint" --fix "${cypress_pkg_paths[@]}") || status=$?
+fi
+if [[ ${#root_paths[@]} -gt 0 ]]; then
+  (cd "$root" && ESLINT_USE_FLAT_CONFIG=false "$root_eslint" --fix "${root_paths[@]}") || status=$?
+fi
+
+exit "$status"
diff --git a/tsconfig.json b/tsconfig.json
index 117a1d50..f0a6a4de 100644
--- a/tsconfig.json
+++ b/tsconfig.json
@@ -1,12 +1,16 @@
 {
     "compilerOptions": {
-        "target": "ES2018",
+        "ignoreDeprecations": "6.0",
+        "target": "ES2022",
         "module": "commonjs",
         "lib": [
-            "es2016",
-            "es2017.object",
-            "es2017.string"
+            "ES2022"
         ],
+        "moduleResolution": "node10",
+        "types": [
+            "node"
+        ],
+        "skipLibCheck": true,
         "declaration": true,
         "outDir": "./dist/lib",
         "declarationDir": "./dist/types",