From da85dbbd5b277c00b00400d19d86aafb67d77061 Mon Sep 17 00:00:00 2001 From: Senih Bayankulu Date: Sat, 20 Jun 2026 08:41:24 +0300 Subject: [PATCH] feat(core): complete local Day 4 HITL workflow --- .../COURSE_COMPLETION_RECORD.md | 63 + .../DAY_4_SECURITY_AND_HITL_EVIDENCE.md | 77 ++ .../MODULE_21_MILESTONE_CLOSURE.md | 112 +- .../module-21-kaggle-vibe-coding/README.md | 11 + .../.agents-cli-spec.md | 36 + .../expense-approval-agent/.gitignore | 204 ++++ .../expense-approval-agent/AGENTS.md | 61 + .../expense-approval-agent/README.md | 26 + .../agents-cli-manifest.yaml | 14 + .../expense-approval-agent/app/__init__.py | 17 + .../expense-approval-agent/app/agent.py | 117 ++ .../expense-approval-agent/pyproject.toml | 25 + .../tests/unit/test_expense_workflow.py | 88 ++ .../expense-approval-agent/uv.lock | 1034 +++++++++++++++++ 14 files changed, 1828 insertions(+), 57 deletions(-) create mode 100644 docs/modules/module-21-kaggle-vibe-coding/COURSE_COMPLETION_RECORD.md create mode 100644 docs/modules/module-21-kaggle-vibe-coding/DAY_4_SECURITY_AND_HITL_EVIDENCE.md create mode 100644 experiments/module-21-kaggle-vibe-coding/expense-approval-agent/.agents-cli-spec.md create mode 100644 experiments/module-21-kaggle-vibe-coding/expense-approval-agent/.gitignore create mode 100644 experiments/module-21-kaggle-vibe-coding/expense-approval-agent/AGENTS.md create mode 100644 experiments/module-21-kaggle-vibe-coding/expense-approval-agent/README.md create mode 100644 experiments/module-21-kaggle-vibe-coding/expense-approval-agent/agents-cli-manifest.yaml create mode 100644 experiments/module-21-kaggle-vibe-coding/expense-approval-agent/app/__init__.py create mode 100644 experiments/module-21-kaggle-vibe-coding/expense-approval-agent/app/agent.py create mode 100644 experiments/module-21-kaggle-vibe-coding/expense-approval-agent/pyproject.toml create mode 100644 experiments/module-21-kaggle-vibe-coding/expense-approval-agent/tests/unit/test_expense_workflow.py create mode 100644 experiments/module-21-kaggle-vibe-coding/expense-approval-agent/uv.lock diff --git a/docs/modules/module-21-kaggle-vibe-coding/COURSE_COMPLETION_RECORD.md b/docs/modules/module-21-kaggle-vibe-coding/COURSE_COMPLETION_RECORD.md new file mode 100644 index 0000000..a48494f --- /dev/null +++ b/docs/modules/module-21-kaggle-vibe-coding/COURSE_COMPLETION_RECORD.md @@ -0,0 +1,63 @@ +# Kaggle Five-Day Course Completion Record + +## Source + +On 2026-06-20, the learner supplied the official Kaggle course completion email +for "5-Day AI Agents: Intensive Vibe Coding Course With Google." The email says +the five-day course has concluded and introduces a separate capstone process. + +## Day-by-Day Status + +| Day | Course outcome | Repository evidence | Status | +|---|---|---|---| +| 1 | Vibe coding, AI Studio, Cloud Run concepts | `DAY_1_PLAN.md`, `DAY_1_EVIDENCE.md` | Local/docs complete; cloud deploy deferred | +| 2 | Tools, MCP, interoperability | `DAY_2_EVIDENCE.md`, local mock workbench | Complete locally | +| 3 | Skills, Agents CLI, ADK workflows | `DAY_3_EVIDENCE.md`, customer-support agent | Complete locally | +| 4 | Security, evaluation, expense approval HITL | `DAY_4_SECURITY_AND_HITL_EVIDENCE.md`, two local test suites | Complete locally | +| 5 | Spec-driven production development | `DAY_5_PRODUCTION_GRADE_PLAN.md` | Required concepts mapped; optional cloud labs deferred | + +## Day 5 Comparison + +The repository already captured the Unit 5 requirements accurately: + +- behavior-first specifications and Gherkin examples +- zero-trust pipeline and review controls +- optional Cloud Run deployment +- optional frontend-to-cloud-agent integration + +The course email explicitly labels both Day 5 codelabs as optional and notes +that they may require a billing account. Deferring them behind the existing +Stage 3 manual review gate is therefore course-compatible and repo-compliant. + +## Closing Email Follow-Ups + +| Item | Current decision | +|---|---| +| Antigravity quota reset | Informational; no repository action required | +| Capstone project | Not submitted; track as a separate future project | +| Kaggle badge and certificate | Not claimed; eligibility requires capstone participation | +| Badge/certificate delivery | Email states eligible profiles are updated by the end of July 2026 | +| Kaggle Learn guide | Await publication; update references only when available | +| Feedback form | Optional learner action; no repository evidence needed | + +## Completion Decision + +The five-day curriculum is closed in this repository as a **local-first, +evidence-backed learning milestone**. + +This decision does not claim: + +- completion of optional paid cloud labs +- capstone submission or ranking +- Kaggle badge or certificate eligibility +- production deployment + +Module 21 remains `Needs manual review` in `MODULE_INDEX.md` because live Cloud +Run, AI Studio, Secret Manager, public endpoint, and billing work are still +gated. Course completion and cloud deployment approval are separate states. + +## Learner-Attested Activities + +Podcast listening, whitepaper reading, livestream attendance, Discord activity, +and feedback submission are not machine-verifiable from this repository. They +should be marked complete only by the learner, not inferred by an AI agent. diff --git a/docs/modules/module-21-kaggle-vibe-coding/DAY_4_SECURITY_AND_HITL_EVIDENCE.md b/docs/modules/module-21-kaggle-vibe-coding/DAY_4_SECURITY_AND_HITL_EVIDENCE.md new file mode 100644 index 0000000..0d0d7a1 --- /dev/null +++ b/docs/modules/module-21-kaggle-vibe-coding/DAY_4_SECURITY_AND_HITL_EVIDENCE.md @@ -0,0 +1,77 @@ +# Day 4 Security and Human-in-the-Loop Evidence + +## Assignment Mapping + +Kaggle Unit 4 requires: + +- security and evaluation concepts +- a synthetic expense-approval agent with human-in-the-loop triage +- automated threat checks and safety tests + +## Implemented Locally + +### Expense Approval Workflow + +Location: + +`experiments/module-21-kaggle-vibe-coding/expense-approval-agent/` + +The project was created with Agents CLI `0.5.0` as a prototype with deployment +target `none`. Its ADK workflow is deterministic: + +- amount at or below `100.00`: automatic approval +- amount above `100.00`: ADK `RequestInput` interrupt +- resume input `approve`: approved result +- resume input `reject`: rejected result +- any other response: human review remains required + +The workflow uses only synthetic categories and descriptions. It makes no LLM, +API, network, or cloud call. + +### Security Guardrails + +The existing Day 3 customer-support workflow was extended during Day 4 with: + +- PHI-like term detection +- prompt-injection pattern detection +- an unsafe route that prevents normal agent processing +- explicit policy violation output + +## Local Evaluation + +Commands: + +```powershell +cd experiments\module-21-kaggle-vibe-coding\expense-approval-agent +uv sync +uv run pytest tests/unit/test_expense_workflow.py -q + +cd ..\customer-support-agent +uv run pytest tests/unit/test_security_guardrails.py -q +``` + +Observed results on 2026-06-20: + +- expense approval HITL tests: `6 passed` +- customer support security guardrail tests: `4 passed` + +Warnings were limited to ADK deprecation and experimental resumability notices. +No test failure occurred. + +## Evidence Limits + +- Podcast listening and whitepaper reading are learner activities and cannot be + proven by repository automation. +- The repository records the supplied assignment content and its implementation + mapping; it does not fabricate completion telemetry. +- No managed Agent Platform evaluation was run because that would require cloud + authentication and could create billing impact. + +## Safety Boundary + +- No PHI or real personal data +- No e-Nabiz export +- No secret, token, credential, or `.env` +- No deploy, IAM, API enablement, or cloud resource +- No public endpoint +- Synthetic local inputs only diff --git a/docs/modules/module-21-kaggle-vibe-coding/MODULE_21_MILESTONE_CLOSURE.md b/docs/modules/module-21-kaggle-vibe-coding/MODULE_21_MILESTONE_CLOSURE.md index e2bfa0b..48b85a1 100644 --- a/docs/modules/module-21-kaggle-vibe-coding/MODULE_21_MILESTONE_CLOSURE.md +++ b/docs/modules/module-21-kaggle-vibe-coding/MODULE_21_MILESTONE_CLOSURE.md @@ -1,57 +1,55 @@ -# Module 21 Milestone Closure — Kaggle Vibe Coding Course - -## Module Metadata - -- **Module**: 21 — Kaggle AI Agents Vibe Coding -- **Date**: 2026-06-17 -- **Final Status**: **CLOSED (Local-First Verified)** -- **Target Environment**: Local (MOCK_MODE=true) + Antigravity CLI + ADK -- **Cloud Cost Incurred**: $0.00 (Zero cloud resources provisioned) - ---- - -## 1. Executive Summary - -This document marks the official, local-first completion of Module 21 (Kaggle 5-Day AI Agents Intensive Course). In compliance with the project's safety boundary (`SAFETY_BOUNDARY.md`) and resource limits, all codelab assignments, agent builds, and tool integrations were successfully simulated, scaffolded, implemented, and verified in a secure local environment. - -By executing the entire workflow locally, we avoided all risks associated with cloud budget overruns, raw API key exposure, and unverified runtime integrations, while delivering a fully functional prototype ready for staging. - ---- - -## 2. Completed Deliverables & Evidence - -Across the course curriculum, the following outcomes were produced and verified: - -| Deliverable / Day | Scope | Verification Evidence | -|---|---|---| -| **Day 1: Intro & Vibe Coding** | Course mapping, environment setup, and mock local server scaffolding. | [DAY_1_EVIDENCE.md](file:///C:/Users/YeniKullanici/chrome-devtools-cloud-migration-lab/docs/modules/module-21-kaggle-vibe-coding/DAY_1_EVIDENCE.md)
[DEVTOOLS_CHECKLIST_DAY1.md](file:///C:/Users/YeniKullanici/chrome-devtools-cloud-migration-lab/docs/modules/module-21-kaggle-vibe-coding/DEVTOOLS_CHECKLIST_DAY1.md) | -| **Day 2: Agent Tools & APIs** | MCP server configuration and Google Developer Knowledge search documentation integration. | [DAY_2_EVIDENCE.md](file:///C:/Users/YeniKullanici/chrome-devtools-cloud-migration-lab/docs/modules/module-21-kaggle-vibe-coding/DAY_2_EVIDENCE.md)
[DEVTOOLS_CHECKLIST_DAY2.md](file:///C:/Users/YeniKullanici/chrome-devtools-cloud-migration-lab/docs/modules/module-21-kaggle-vibe-coding/DEVTOOLS_CHECKLIST_DAY2.md) | -| **Day 3: Agent Skills & Graph** | Scaffolding, implementation, and playground testing of `customer-support-agent` graph. | [DAY_3_EVIDENCE.md](file:///C:/Users/YeniKullanici/chrome-devtools-cloud-migration-lab/docs/modules/module-21-kaggle-vibe-coding/DAY_3_EVIDENCE.md)
[DEVTOOLS_CHECKLIST_DAY3.md](file:///C:/Users/YeniKullanici/chrome-devtools-cloud-migration-lab/docs/modules/module-21-kaggle-vibe-coding/DEVTOOLS_CHECKLIST_DAY3.md) | -| **Official Citation** | Integrated Kaggle intensive course citation in module documentation. | [README.md](file:///C:/Users/YeniKullanici/chrome-devtools-cloud-migration-lab/docs/modules/module-21-kaggle-vibe-coding/README.md) | -| **Manual Review Gate** | Established compliance guidelines and checklists for future Cloud Run migrations. | [MODULE_21_STAGE_3_MANUAL_REVIEW_GATE.md](file:///C:/Users/YeniKullanici/chrome-devtools-cloud-migration-lab/docs/modules/module-21-kaggle-vibe-coding/MODULE_21_STAGE_3_MANUAL_REVIEW_GATE.md) | - ---- - -## 3. Key Technical Achievements - -* **ADK 2.2.0 Compatibility Resolution**: Adapted the customer support agent imports and edge declaration logic to align with ADK 2.2.0 package structures, eliminating deprecated `Edge.chain` methods. -* **Event Value Propagation Fix**: Resolved a state passing bug by changing `Event` constructor parameters from `data` (unrecognized/ignored by the Pydantic validator) to `output`. This allowed user query payloads to correctly propagate through the workflow graph and feed the downstream LLM agents. -* **Interactive Playground Validation**: Started the ADK Dev Server (`adk web`) locally to test the compiled graph, verifying that queries route correctly to `shipping_faq` or `handle_unrelated` based on dynamic classifications. - ---- - -## 4. Safety & Boundary Confirmation - -In strict adherence to `SAFETY_BOUNDARY.md` and `AGENTS.md` guidelines: -* **No Secret Leaks**: Checked and confirmed that no active Google Cloud credentials, API keys, or `.env` files were tracked or committed. -* **No PHI**: Confirming zero patient data or e-Nabız medical exports were accessed, requested, or stored. -* **Working Tree Hygiene**: Removed all `.venv`, `.ruff_cache`, and `__pycache__` artifacts from the source directories before commit. - ---- - -## 5. Transition Path to Stage 3 (Cloud Run) - -If a decision is ever made to transition this module to a live GCP environment, the following gate constraints must be met: -1. Complete all checkmarks in [MODULE_21_STAGE_3_MANUAL_REVIEW_GATE.md](file:///C:/Users/YeniKullanici/chrome-devtools-cloud-migration-lab/docs/modules/module-21-kaggle-vibe-coding/MODULE_21_STAGE_3_MANUAL_REVIEW_GATE.md). -2. Configure a restricted Google Cloud API key with access limited *only* to the `Developer Knowledge API` and `Semantic Search API`. -3. Provision GCP Secret Manager to inject the API key as an environment variable in the Cloud Run service container, preventing local key persistence. +# Module 21 Milestone Closure + +## Final Status + +- Curriculum status: `CLOSED - LOCAL-FIRST VERIFIED` +- Cloud deployment status: `DEFERRED - MANUAL REVIEW REQUIRED` +- Capstone status: `NOT SUBMITTED` +- Badge/certificate status: `NOT CLAIMED` +- Closure date: 2026-06-20 + +## Verified Outcomes + +- Day 1 concepts and Cloud Run architecture mapped without deployment. +- Day 2 MCP and tool interoperability documented and tested locally. +- Day 3 Agents CLI and ADK customer-support workflow implemented locally. +- Day 4 security guardrails and deterministic expense-approval HITL workflow + implemented and tested locally. +- Day 5 spec-driven production controls mapped to repository guardrails. +- Optional Cloud Run and live frontend integration intentionally deferred. + +## Evidence Index + +- [Day 1 plan](DAY_1_PLAN.md) +- [Day 1 evidence](DAY_1_EVIDENCE.md) +- [Day 2 evidence](DAY_2_EVIDENCE.md) +- [Day 3 evidence](DAY_3_EVIDENCE.md) +- [Day 4 security and HITL evidence](DAY_4_SECURITY_AND_HITL_EVIDENCE.md) +- [Day 5 production-grade plan](DAY_5_PRODUCTION_GRADE_PLAN.md) +- [Five-day completion record](COURSE_COMPLETION_RECORD.md) +- [Stage 3 manual review gate](MODULE_21_STAGE_3_MANUAL_REVIEW_GATE.md) +- [Safety boundary](SAFETY_BOUNDARY.md) + +## Validation Summary + +```text +expense-approval-agent: 6 passed +customer-support-agent security guardrails: 4 passed +cloud resources provisioned: 0 +public endpoints created: 0 +secrets committed: 0 +``` + +## Safety Confirmation + +- No PHI, health records, e-Nabiz exports, or personal expense data +- No API keys, credentials, tokens, `.env`, or service-account files +- No Cloud Run deploy, API enablement, IAM change, or Secret Manager operation +- No public endpoint or billing-impacting configuration +- All examples are synthetic and public-safe + +## Follow-Up Boundary + +The capstone is a separate future milestone. It requires the official submission +rules before implementation. No badge, certificate, prize, ranking, or Kaggle +submission claim may be added until externally verified. diff --git a/docs/modules/module-21-kaggle-vibe-coding/README.md b/docs/modules/module-21-kaggle-vibe-coding/README.md index b86012d..7b8a0bc 100644 --- a/docs/modules/module-21-kaggle-vibe-coding/README.md +++ b/docs/modules/module-21-kaggle-vibe-coding/README.md @@ -6,6 +6,10 @@ This module maps the Kaggle "5-Day AI Agents: Intensive Vibe Coding Course With Needs manual review +The five-day curriculum is complete as a local-first learning milestone. Live +cloud work remains gated, and the separate capstone has not been submitted. See +`COURSE_COMPLETION_RECORD.md` for the exact completion boundary. + This module includes Cloud Run, AI Studio, and API key handling decisions. Per repository guardrails, anything involving deployment, public endpoints, or secret management must remain gated until manual review is complete. ## Source Basis @@ -115,6 +119,13 @@ Explicitly excluded until manual review: 4. Keep Day 4 local quality/evaluation work inside mock and guardrail boundaries. 5. Keep Day 5 production/deploy behavior documentation-only until manual review. +## Final Course Records + +- `DAY_4_SECURITY_AND_HITL_EVIDENCE.md` +- `DAY_5_PRODUCTION_GRADE_PLAN.md` +- `COURSE_COMPLETION_RECORD.md` +- `MODULE_21_MILESTONE_CLOSURE.md` + ## Expected Portfolio Outcome A safe, reproducible, and repo-compliant Kaggle AI Agents module that demonstrates: diff --git a/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/.agents-cli-spec.md b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/.agents-cli-spec.md new file mode 100644 index 0000000..e8a3ef7 --- /dev/null +++ b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/.agents-cli-spec.md @@ -0,0 +1,36 @@ +# Expense Approval Agent Spec + +## Overview + +Create a deterministic, local-only ADK workflow for Kaggle Day 4. Small +synthetic expenses are automatically approved; larger requests pause for an +explicit human decision. + +## Example Use Cases + +- A synthetic 75-unit supplies request is approved automatically. +- A synthetic 750-unit training request requires human review. +- A reviewer can resume the request with `approve` or `reject`. + +## Tools Required + +No external tools, APIs, credentials, or data sources. + +## Constraints and Safety Rules + +- Local prototype only; no deployment target. +- Synthetic business expenses only. +- No PHI, personal data, secrets, `.env`, or public endpoint. +- Human review cannot be bypassed above the fixed threshold. +- Decisions and tests must remain deterministic. + +## Success Criteria + +- The project is recognized by Agents CLI. +- ADK compiles the workflow as a resumable app. +- Local tests prove automatic approval and both human decision outcomes. +- No cloud or LLM call is required for validation. + +## Reference Pattern + +ADK Workflow human-in-the-loop using `RequestInput` and resume inputs. diff --git a/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/.gitignore b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/.gitignore new file mode 100644 index 0000000..07e6c29 --- /dev/null +++ b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/.gitignore @@ -0,0 +1,204 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*.pyc +*$py.class +**/dist +/tmp +/out-tsc +/bazel-out + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +pip-wheel-metadata/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +target/ + +# IPython +profile_default/ +ipython_config.py + +# pyenv +.python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +Pipfile.lock +Pipfile + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +.venv* +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy (legacy, kept for compatibility) +.mypy_cache/ +.dmypy.json +dmypy.json + +# ty (Astral's type checker) +.ty/ + +# Pyre type checker +.pyre/ + +# macOS +.DS_Store + +# PyCharm +.idea + +# User-specific files +.terraform* +.Terraform* + + +tmp* +.agents-cli-scripts/ + +# Node +**/node_modules +npm-debug.log +yarn-error.log + +# IDEs and editors +.idea/ +.project +.classpath +.c9/ +*.launch +.settings/ +*.sublime-workspace + +# Visual Studio Code +.vscode/* +!.vscode/settings.json +!.vscode/tasks.json +!.vscode/launch.json +!.vscode/extensions.json +.history/* + +# Miscellaneous +**/.angular/* +/.angular/cache +.sass-cache/ +/connect.lock +/coverage +/libpeerconnection.log +testem.log +/typings + +# System files +.DS_Store +Thumbs.db +*.vscode* + +# ADK +.adk/ + +# Agent CLI specific +.persist_vector_store +tests/load_test/.results/*.html +tests/load_test/.results/*.csv +.locust_env +my_env.tfvars +.saved_chats +.env +.requirements.txt +.google-agents-cli/ + +# A2A Inspector +tools/a2a-inspector/ diff --git a/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/AGENTS.md b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/AGENTS.md new file mode 100644 index 0000000..7e4a5d5 --- /dev/null +++ b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/AGENTS.md @@ -0,0 +1,61 @@ +# Coding Agent Guide + +## Prerequisites + +Install the CLI (one-time): +```bash +uv tool install google-agents-cli +``` + +--- + +## Development Phases + +### Phase 1: Understand Requirements +Before writing any code, understand the project's requirements, constraints, and success criteria. + +### Phase 2: Build and Implement +Implement agent logic in `app/`. Use `agents-cli playground` for interactive testing. Iterate based on user feedback. + +### Phase 3: The Evaluation Loop (Main Iteration Phase) +Start with 1-2 eval cases, run `agents-cli eval generate`, then `agents-cli eval grade`, iterate by making changes and rerunning both commands until satisfied. Expect 5-10+ iterations. Once you have a baseline, reach for `agents-cli eval compare` (regression diffs), `agents-cli eval analyze` (cluster failure modes), and `agents-cli eval optimize` (auto-tune prompts). See the **Evaluation Guide** for metrics, dataset schema, LLM-as-judge config, and common gotchas. + +### Phase 4: Pre-Deployment Tests +Run `uv run pytest tests/unit tests/integration`. Fix issues until all tests pass. + +### Phase 5: Deploy to Dev +**Requires explicit human approval.** Run `agents-cli deploy` only after user confirms. See the **Deployment Guide** for details. + +### Phase 6: Production Deployment +Ask the user: Option A (simple single-project) or Option B (full CI/CD pipeline with `agents-cli infra cicd`). + +## Development Commands + +| Command | Purpose | +|---------|---------| +| `agents-cli playground` | Interactive local testing | +| `uv run pytest tests/unit tests/integration` | Run unit and integration tests | +| `agents-cli eval dataset synthesize` | Synthesize multi-turn eval scenarios for your agent | +| `agents-cli eval generate` | Run agent on eval dataset, produce traces | +| `agents-cli eval grade` | Run agent evaluations on the traces | +| `agents-cli eval compare` | Compare two grade-results files (regression check) | +| `agents-cli eval analyze` | Cluster failure modes from grade results | +| `agents-cli eval metric list` | List built-in metrics available in the SDK | +| `agents-cli eval optimize` | Auto-tune agent prompts using eval data | +| `agents-cli lint` | Check code quality | +| `agents-cli infra single-project` | Set up project infrastructure (Terraform) | +| `agents-cli deploy` | Deploy to dev | +| `agents-cli scaffold enhance` | Add deployment target or CI/CD to project | +| `agents-cli scaffold upgrade` | Upgrade project to latest version | + +--- + +## Operational Guidelines for Coding Agents + +- **Code preservation**: Only modify code directly targeted by the user's request. Preserve all surrounding code, config values (e.g., `model`), comments, and formatting. +- **NEVER change the model** unless explicitly asked. +- **Model 404 errors**: Fix `GOOGLE_CLOUD_LOCATION` (e.g., `global` instead of `us-east1`), not the model name. +- **ADK tool imports**: Import the tool instance, not the module: `from google.adk.tools.load_web_page import load_web_page` +- **Run Python with `uv`**: `uv run python script.py`. Run `agents-cli install` first. +- **Stop on repeated errors**: If the same error appears 3+ times, fix the root cause instead of retrying. +- **Terraform conflicts** (Error 409): Use `terraform import` instead of retrying creation. diff --git a/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/README.md b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/README.md new file mode 100644 index 0000000..f674d97 --- /dev/null +++ b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/README.md @@ -0,0 +1,26 @@ +# Day 4 Expense Approval Agent + +Local-only ADK prototype for the Kaggle Day 4 human-in-the-loop exercise. + +## Behavior + +- Synthetic expenses up to `100.00` are approved deterministically. +- Larger synthetic expenses pause with ADK `RequestInput`. +- A human must resume the workflow with `approve` or `reject`. +- No LLM, external API, cloud resource, credential, or real data is used. + +## Validate + +```powershell +uv sync +uv run pytest tests/unit/test_expense_workflow.py -q +``` + +Expected result: `6 passed`. + +## Boundaries + +- Prototype deployment target: `none` +- Local evaluation only +- Synthetic expense data only +- No `.env`, PHI, secret, public endpoint, or billing-impacting operation diff --git a/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/agents-cli-manifest.yaml b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/agents-cli-manifest.yaml new file mode 100644 index 0000000..110c773 --- /dev/null +++ b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/agents-cli-manifest.yaml @@ -0,0 +1,14 @@ +name: "expense-approval-agent" +acli_version: "0.5.0" +agent_directory: "app" +region: "us-east1" +base_template: "adk" +generated_at: "2026-06-20T05:31:56.612022+00:00" +language: "python" +create_params: + deployment_target: "none" + session_type: "in_memory" + cicd_runner: "skip" + include_data_ingestion: false + datastore: "none" + agent_guidance_filename: "AGENTS.md" diff --git a/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/app/__init__.py b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/app/__init__.py new file mode 100644 index 0000000..d972509 --- /dev/null +++ b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/app/__init__.py @@ -0,0 +1,17 @@ +# Copyright 2026 Google LLC +# +# 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 +# +# https://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. + +from .agent import app + +__all__ = ["app"] diff --git a/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/app/agent.py b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/app/agent.py new file mode 100644 index 0000000..b89eab1 --- /dev/null +++ b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/app/agent.py @@ -0,0 +1,117 @@ +"""Deterministic, local-only expense approval workflow for Kaggle Day 4.""" + +from __future__ import annotations + +from typing import Any, Literal + +from google.adk.agents import Context +from google.adk.apps import App, ResumabilityConfig +from google.adk.events.event import Event +from google.adk.events.request_input import RequestInput +from google.adk.workflow import START, Workflow +from pydantic import BaseModel, Field + + +class ExpenseRequest(BaseModel): + """Synthetic expense request accepted by the local workflow.""" + + amount: float = Field(gt=0, le=10_000) + category: Literal["travel", "supplies", "training"] + business_purpose: str = Field(min_length=3, max_length=200) + + +class ExpenseDecision(BaseModel): + """Stable output contract for automatic and human decisions.""" + + status: Literal["approved", "rejected", "human_review_required"] + reason: str + amount: float + + +AUTO_APPROVAL_LIMIT = 100.0 +HUMAN_DECISION_ID = "expense_approval" + + +def _coerce_request(node_input: ExpenseRequest | dict[str, Any]) -> ExpenseRequest: + if isinstance(node_input, ExpenseRequest): + return node_input + return ExpenseRequest.model_validate(node_input) + + +def triage_expense(node_input: ExpenseRequest | dict[str, Any]) -> Event: + """Route small requests automatically and larger requests to a human.""" + request = _coerce_request(node_input) + route = "auto_approve" if request.amount <= AUTO_APPROVAL_LIMIT else "human_review" + return Event(output=request.model_dump(), route=route) + + +def auto_approve(node_input: ExpenseRequest | dict[str, Any]) -> ExpenseDecision: + """Approve only requests inside the explicit deterministic threshold.""" + request = _coerce_request(node_input) + return ExpenseDecision( + status="approved", + reason=f"Amount is within the {AUTO_APPROVAL_LIMIT:.2f} local policy limit.", + amount=request.amount, + ) + + +async def request_human_decision( + ctx: Context, node_input: ExpenseRequest | dict[str, Any] +): + """Pause the workflow until a human explicitly approves or rejects.""" + request = _coerce_request(node_input) + if HUMAN_DECISION_ID not in ctx.resume_inputs: + yield RequestInput( + interruptId=HUMAN_DECISION_ID, + message=( + f"Approve synthetic {request.category} expense of " + f"{request.amount:.2f}? Reply approve or reject." + ), + responseSchema={ + "type": "string", + "enum": ["approve", "reject"], + }, + ) + return + + decision = str(ctx.resume_inputs[HUMAN_DECISION_ID]).strip().lower() + if decision not in {"approve", "reject"}: + yield Event( + output=ExpenseDecision( + status="human_review_required", + reason="Human decision must be approve or reject.", + amount=request.amount, + ).model_dump() + ) + return + + yield Event( + output=ExpenseDecision( + status="approved" if decision == "approve" else "rejected", + reason="Decision recorded from the local human approval gate.", + amount=request.amount, + ).model_dump() + ) + + +root_agent = Workflow( + name="expense_approval_workflow", + input_schema=ExpenseRequest, + output_schema=ExpenseDecision, + edges=[ + (START, triage_expense), + ( + triage_expense, + { + "auto_approve": auto_approve, + "human_review": request_human_decision, + }, + ), + ], +) + +app = App( + name="app", + root_agent=root_agent, + resumability_config=ResumabilityConfig(is_resumable=True), +) diff --git a/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/pyproject.toml b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/pyproject.toml new file mode 100644 index 0000000..deb868c --- /dev/null +++ b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/pyproject.toml @@ -0,0 +1,25 @@ +[project] +name = "expense-approval-agent" +version = "0.1.0" +description = "Local deterministic ADK human-in-the-loop expense workflow" +requires-python = ">=3.11,<3.14" +dependencies = [ + "google-adk>=2.0.0,<3.0.0", +] + +[dependency-groups] +dev = [ + "pytest>=9.0.2,<10.0.0", + "pytest-asyncio>=1.0.0,<2.0.0", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.pytest.ini_options] +pythonpath = "." +asyncio_default_fixture_loop_scope = "function" + +[tool.hatch.build.targets.wheel] +packages = ["app"] diff --git a/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/tests/unit/test_expense_workflow.py b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/tests/unit/test_expense_workflow.py new file mode 100644 index 0000000..6bfa07a --- /dev/null +++ b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/tests/unit/test_expense_workflow.py @@ -0,0 +1,88 @@ +"""Deterministic local evaluations for the Day 4 expense workflow.""" + +from types import SimpleNamespace + +import pytest +from google.adk.events.request_input import RequestInput + +from app.agent import ( + ExpenseDecision, + ExpenseRequest, + app, + auto_approve, + request_human_decision, + triage_expense, +) + + +def test_app_is_resumable() -> None: + assert app.resumability_config is not None + assert app.resumability_config.is_resumable is True + + +def test_small_expense_is_auto_approved() -> None: + request = ExpenseRequest( + amount=75, + category="supplies", + business_purpose="Synthetic workshop materials", + ) + + triage = triage_expense(request) + result = auto_approve(triage.output) + + assert triage.actions.route == "auto_approve" + assert result.status == "approved" + assert result.amount == 75 + + +@pytest.mark.asyncio +async def test_large_expense_requests_human_input() -> None: + ctx = SimpleNamespace(resume_inputs={}) + request = ExpenseRequest( + amount=750, + category="training", + business_purpose="Synthetic agent evaluation workshop", + ) + + events = [event async for event in request_human_decision(ctx, request)] + + assert len(events) == 1 + assert isinstance(events[0], RequestInput) + assert events[0].interrupt_id == "expense_approval" + + +@pytest.mark.asyncio +@pytest.mark.parametrize( + ("human_input", "expected_status"), + [("approve", "approved"), ("reject", "rejected")], +) +async def test_human_decision_is_recorded( + human_input: str, expected_status: str +) -> None: + ctx = SimpleNamespace(resume_inputs={"expense_approval": human_input}) + request = ExpenseRequest( + amount=750, + category="travel", + business_purpose="Synthetic conference travel", + ) + + events = [event async for event in request_human_decision(ctx, request)] + result = ExpenseDecision.model_validate(events[0].output) + + assert result.status == expected_status + assert result.amount == 750 + + +@pytest.mark.asyncio +async def test_invalid_human_decision_does_not_bypass_review() -> None: + ctx = SimpleNamespace(resume_inputs={"expense_approval": "maybe"}) + request = ExpenseRequest( + amount=750, + category="training", + business_purpose="Synthetic security workshop", + ) + + events = [event async for event in request_human_decision(ctx, request)] + result = ExpenseDecision.model_validate(events[0].output) + + assert result.status == "human_review_required" diff --git a/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/uv.lock b/experiments/module-21-kaggle-vibe-coding/expense-approval-agent/uv.lock new file mode 100644 index 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