Bryan-Roe · Bryan-Roe · Jul 11, 2026 · Jul 11, 2026 · Jul 11, 2026
@@ -310,16 +310,16 @@ MIN_TEST_PASSING_RATE = 0.8          # 80% tests must pass
 
 ## Supported Task Types
 
-| Category      | Example                          | Risk   |
+| Category | Example | Risk |
 | ------------- | -------------------------------- | ------ |
-| Bug Fix       | "Fix failing test_chat.py"       | Medium |
-| Feature       | "Add OAuth2 support"             | High   |
-| Refactor      | "Extract common code to utility" | Medium |
-| Test          | "Add unit tests for edge cases"  | Low    |
-| Security      | "Validate user inputs"           | High   |
-| Documentation | "Add docstrings to module"       | Low    |
-| Performance   | "Optimize database queries"      | Medium |
-| Cleanup       | "Remove unused imports"          | Low    |
+| Bug Fix | "Fix failing test_chat.py" | Medium |
+| Feature | "Add OAuth2 support" | High |
+| Refactor | "Extract common code to utility" | Medium |
+| Test | "Add unit tests for edge cases" | Low |
+| Security | "Validate user inputs" | High |
+| Documentation | "Add docstrings to module" | Low |
+| Performance | "Optimize database queries" | Medium |
+| Cleanup | "Remove unused imports" | Low |
 
 ## AGI Smoke Prompt Toolkit
 
@@ -442,12 +442,12 @@ watch -n 2 'cat data_out/autonomous_agent/status.json | python -m json.tool'
 
 ## Performance
 
-| Model         | Speed      | Quality    | Memory | Recommendation     |
+| Model | Speed | Quality | Memory | Recommendation |
 | ------------- | ---------- | ---------- | ------ | ------------------ |
-| Mistral       | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐   | 4GB    | **Best for agent** |
-| Neural-Chat   | ⭐⭐⭐⭐   | ⭐⭐⭐⭐   | 8GB    | Good               |
-| Llama-7B      | ⭐⭐       | ⭐⭐⭐     | 8GB    | Slower             |
-| GPT-4 (cloud) | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ | N/A    | No - uses API      |
+| Mistral | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐ | 4GB | **Best for agent** |
+| Neural-Chat | ⭐⭐⭐⭐ | ⭐⭐⭐⭐ | 8GB | Good |
+| Llama-7B | ⭐⭐ | ⭐⭐⭐ | 8GB | Slower |
+| GPT-4 (cloud) | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ | N/A | No - uses API |
 
 ## Security
 

@@ -15,15 +15,15 @@ This session completed the **TODO item from AUTO-EXECUTE.md line 417** regarding
 
 - **30+ Test Cases** across 10 test classes
 - **Coverage Areas**:
-    - Schema validation and API contracts
-    - Plan-only mode (parsing without state changes)
-    - Execution mode with state updates
-    - Error handling and edge cases
-    - State consistency and bounds checking
-    - Object management and tracking
-    - LLM provider detection and fallback
-    - Response format compliance
-    - End-to-end integration workflows
+  - Schema validation and API contracts
+  - Plan-only mode (parsing without state changes)
+  - Execution mode with state updates
+  - Error handling and edge cases
+  - State consistency and bounds checking
+  - Object management and tracking
+  - LLM provider detection and fallback
+  - Response format compliance
+  - End-to-end integration workflows
 
 **Test Classes**:
 
@@ -103,14 +103,14 @@ pytest /workspaces/Aria/tests/test_aria_auto_execute.py --cov=apps/aria --cov-re
 
 ## Test Statistics
 
-| Metric           | Value                                |
+| Metric | Value |
 | ---------------- | ------------------------------------ |
-| Total Test Cases | 30+                                  |
-| Test Classes     | 10                                   |
-| Lines of Code    | 615                                  |
-| Coverage Areas   | 9 major categories                   |
-| Status           | ✅ All passing (when server running) |
-| Linting          | ✅ Clean (0 errors)                  |
+| Total Test Cases | 30+ |
+| Test Classes | 10 |
+| Lines of Code | 615 |
+| Coverage Areas | 9 major categories |
+| Status | ✅ All passing (when server running) |
+| Linting | ✅ Clean (0 errors) |
 
 ## Related Documentation
 

@@ -255,10 +255,10 @@ Get-Content "c:\Users\Bryan\Aria\logs\continuous_automation.log" -Wait -Tail 30
 
 ## Summary
 
-| Method         | Frequency       | Setup        | Use Case             |
+| Method | Frequency | Setup | Use Case |
 | -------------- | --------------- | ------------ | -------------------- |
-| **Manual**     | On-demand       | None         | Quick testing        |
-| **Scheduled**  | Daily at 2 AM   | ✓ Done       | Regular maintenance  |
+| **Manual** | On-demand | None | Quick testing |
+| **Scheduled** | Daily at 2 AM | ✓ Done | Regular maintenance |
 | **Continuous** | Every X minutes | Start script | Real-time monitoring |
 
 **Recommended:**

@@ -148,16 +148,16 @@ state.save()  # → data_out/autonomous_agent/status.json
 
 ## Task Categories (Auto-Detected)
 
-| Type          | Keywords                     | Complexity | Example                    |
+| Type | Keywords | Complexity | Example |
 | ------------- | ---------------------------- | ---------- | -------------------------- |
-| Bug Fix       | bug, fix, broken, failing    | Moderate   | "Fix test_chat.py test"    |
-| Feature       | feature, implement, add      | Complex    | "Add OAuth2 support"       |
-| Refactor      | refactor, improve, cleanup   | Moderate   | "Extract to util function" |
-| Test          | test, coverage, unit test    | Simple     | "Write edge case tests"    |
-| Security      | security, vulnerable         | Complex    | "Validate inputs"          |
-| Performance   | performance, optimize, fast  | Complex    | "Speed up queries"         |
-| Documentation | document, docstring, comment | Simple     | "Add docstrings"           |
-| Cleanup       | cleanup, unused, dead code   | Simple     | "Remove old code"          |
+| Bug Fix | bug, fix, broken, failing | Moderate | "Fix test_chat.py test" |
+| Feature | feature, implement, add | Complex | "Add OAuth2 support" |
+| Refactor | refactor, improve, cleanup | Moderate | "Extract to util function" |
+| Test | test, coverage, unit test | Simple | "Write edge case tests" |
+| Security | security, vulnerable | Complex | "Validate inputs" |
+| Performance | performance, optimize, fast | Complex | "Speed up queries" |
+| Documentation | document, docstring, comment | Simple | "Add docstrings" |
+| Cleanup | cleanup, unused, dead code | Simple | "Remove old code" |
 
 Agent automatically chooses appropriate prompts based on task description.
 
@@ -378,15 +378,15 @@ tail -50 data_out/autonomous_agent/agent.log
 
 ## Performance Metrics
 
-| Metric              | Value                |
+| Metric | Value |
 | ------------------- | -------------------- |
-| Syntax Validation   | <100ms               |
-| LLM Planning        | 5-10s (Mistral)      |
-| File Identification | 2-5s                 |
-| Test Suite          | 30-120s              |
-| Total Task          | 1-5 minutes          |
-| Memory Usage        | 4-8GB (with Mistral) |
-| CPU Usage           | 2-4 cores            |
+| Syntax Validation | <100ms |
+| LLM Planning | 5-10s (Mistral) |
+| File Identification | 2-5s |
+| Test Suite | 30-120s |
+| Total Task | 1-5 minutes |
+| Memory Usage | 4-8GB (with Mistral) |
+| CPU Usage | 2-4 cores |
 
 ## Security Considerations
 

@@ -114,19 +114,19 @@ curl http://localhost:7071/api/ai/routes | python3 -m json.tool
 
 ## 📦 Dependency Summary
 
-| Category          | Key Package                   | Min Version |
+| Category | Key Package | Min Version |
 | ----------------- | ----------------------------- | ----------- |
-| **AI/Chat**       | `openai`                      | 1.58.0      |
-| **Quantum**       | `qiskit`                      | 1.3.0       |
-| **Quantum ML**    | `qiskit-machine-learning`     | 0.8.2       |
-| **Azure Quantum** | `azure-quantum`               | 1.0.0       |
-| **Deep Learning** | `torch`                       | 2.8.0       |
-| **Transformers**  | `transformers`                | Latest      |
-| **Fine-tuning**   | `peft`                        | Latest      |
-| **Functions**     | `azure-functions`             | Latest      |
-| **Database**      | `sqlalchemy`                  | 2.0.36      |
-| **Cosmos**        | `azure-cosmos`                | 4.7.0       |
-| **Telemetry**     | `azure-monitor-opentelemetry` | 1.0.0       |
+| **AI/Chat** | `openai` | 1.58.0 |
+| **Quantum** | `qiskit` | 1.3.0 |
+| **Quantum ML** | `qiskit-machine-learning` | 0.8.2 |
+| **Azure Quantum** | `azure-quantum` | 1.0.0 |
+| **Deep Learning** | `torch` | 2.8.0 |
+| **Transformers** | `transformers` | Latest |
+| **Fine-tuning** | `peft` | Latest |
+| **Functions** | `azure-functions` | Latest |
+| **Database** | `sqlalchemy` | 2.0.36 |
+| **Cosmos** | `azure-cosmos` | 4.7.0 |
+| **Telemetry** | `azure-monitor-opentelemetry` | 1.0.0 |
 
 ---
 
@@ -223,14 +223,14 @@ See `ENVIRONMENT_SETUP.md` for:
 
 ## 🆘 Quick Troubleshooting
 
-| Problem                       | Fix                                      |
+| Problem | Fix |
 | ----------------------------- | ---------------------------------------- |
-| `ModuleNotFoundError: torch`  | `pip install torch>=2.8.0`               |
-| `ModuleNotFoundError: qiskit` | `pip install qiskit==1.3.0`              |
-| `ModuleNotFoundError: openai` | `pip install openai>=1.58.0`             |
-| Provider returns "local"      | Check `/api/ai/status` for env vars      |
-| `/api/chat` returns 500       | Run `/api/ai/provider-probe` to diagnose |
-| Functions fail to start       | `pip install azure-functions`            |
+| `ModuleNotFoundError: torch` | `pip install torch>=2.8.0` |
+| `ModuleNotFoundError: qiskit` | `pip install qiskit==1.3.0` |
+| `ModuleNotFoundError: openai` | `pip install openai>=1.58.0` |
+| Provider returns "local" | Check `/api/ai/status` for env vars |
+| `/api/chat` returns 500 | Run `/api/ai/provider-probe` to diagnose |
+| Functions fail to start | `pip install azure-functions` |
 
 ---
 

@@ -10,12 +10,12 @@
 
 Your Aria workspace is configured with:
 
-| Component         | Status        | Python | Venv Path                         |
+| Component | Status | Python | Venv Path |
 | ----------------- | ------------- | ------ | --------------------------------- |
-| **Main Aria**     | ✅ Configured | 3.14   | `/workspaces/Aria/.venv`          |
-| **Quantum ML**    | ✅ Configured | 3.14   | `/workspaces/Aria/.venv` (shared) |
-| **Chat CLI**      | ✅ Configured | 3.14   | `/workspaces/Aria/.venv` (shared) |
-| **LoRA Training** | ✅ Configured | 3.14   | `/workspaces/Aria/.venv` (shared) |
+| **Main Aria** | ✅ Configured | 3.14 | `/workspaces/Aria/.venv` |
+| **Quantum ML** | ✅ Configured | 3.14 | `/workspaces/Aria/.venv` (shared) |
+| **Chat CLI** | ✅ Configured | 3.14 | `/workspaces/Aria/.venv` (shared) |
+| **LoRA Training** | ✅ Configured | 3.14 | `/workspaces/Aria/.venv` (shared) |
 
 ---
 

@@ -26,27 +26,27 @@ This document summarizes the complete Python 3.14 upgrade performed on the Aria
 
 **Updated 20 workflow files** to use Python 3.14:
 
-| Workflow                      | Change                                                       |
+| Workflow | Change |
 | ----------------------------- | ------------------------------------------------------------ |
-| ci-pipeline.yml               | `3.11` → `3.14`                                              |
-| pr-tests.yml                  | `3.11` → `3.14`                                              |
-| ci.yml                        | `3.11` → `3.14`                                              |
-| aria-tests.yml                | `['3.10', '3.11', '3.12']` → `['3.12', '3.13', '3.14']`      |
-| e2e-tests.yml                 | `3.11` → `3.14`                                              |
-| quantum-ci.yml                | `['3.10', '3.11']` → `['3.12', '3.13', '3.14']`              |
-| nightly-regression.yml        | `3.11` → `3.14`                                              |
-| agi-smoke.yml                 | `3.11` → `3.14`                                              |
-| llm-maker-tests.yml           | `3.11` → `3.14`                                              |
-| api-health-smoke.yml          | `3.11` → `3.14`                                              |
-| gradio-focused-tests.yml      | `3.11` → `3.14`                                              |
-| integration-contract-gate.yml | `3.11` → `3.14`                                              |
-| aria-bot-tests.yml            | `3.10` → `3.14`                                              |
-| auto-fix.yml                  | `3.11` → `3.14`                                              |
-| training-health-report.yml    | `3.11` → `3.14`                                              |
-| agi-prune-cron.yml            | `3.11.x` → `3.14`                                            |
-| test-watcher.yml              | `3.11` → `3.14`                                              |
-| codeql.yml                    | (checked - no explicit version pin, will use runner default) |
-| copilot-setup-steps.yml       | (checked - no explicit version pin)                          |
+| ci-pipeline.yml | `3.11` → `3.14` |
+| pr-tests.yml | `3.11` → `3.14` |
+| ci.yml | `3.11` → `3.14` |
+| aria-tests.yml | `['3.10', '3.11', '3.12']` → `['3.12', '3.13', '3.14']` |
+| e2e-tests.yml | `3.11` → `3.14` |
+| quantum-ci.yml | `['3.10', '3.11']` → `['3.12', '3.13', '3.14']` |
+| nightly-regression.yml | `3.11` → `3.14` |
+| agi-smoke.yml | `3.11` → `3.14` |
+| llm-maker-tests.yml | `3.11` → `3.14` |
+| api-health-smoke.yml | `3.11` → `3.14` |
+| gradio-focused-tests.yml | `3.11` → `3.14` |
+| integration-contract-gate.yml | `3.11` → `3.14` |
+| aria-bot-tests.yml | `3.10` → `3.14` |
+| auto-fix.yml | `3.11` → `3.14` |
+| training-health-report.yml | `3.11` → `3.14` |
+| agi-prune-cron.yml | `3.11.x` → `3.14` |
+| test-watcher.yml | `3.11` → `3.14` |
+| codeql.yml | (checked - no explicit version pin, will use runner default) |
+| copilot-setup-steps.yml | (checked - no explicit version pin) |
 
 **Rationale for Matrix Updates**:
 

@@ -87,9 +87,9 @@ The `/api/agi/status` endpoint response includes:
 
 ## Troubleshooting
 
-| Issue                         | Solution                                                        |
+| Issue | Solution |
 | ----------------------------- | --------------------------------------------------------------- |
-| `curl: (7) Failed to connect` | Ensure `func host start` is running on port 7071                |
-| `agent_tools` field missing   | Check `agi_provider._AGENT_REGISTRY` is accessible              |
-| Tool names not sorted         | Verify `sorted(set(...))` logic in `function_app.py` agi_status |
-| Non-string tools in list      | Check `agi_provider.py` tool configuration structure            |
+| `curl: (7) Failed to connect` | Ensure `func host start` is running on port 7071 |
+| `agent_tools` field missing | Check `agi_provider._AGENT_REGISTRY` is accessible |
+| Tool names not sorted | Verify `sorted(set(...))` logic in `function_app.py` agi_status |
+| Non-string tools in list | Check `agi_provider.py` tool configuration structure |