ai-training/_docs/_autopilot_state.md

Autopilot State

Current Step

flow: existing-code step: 5 name: Run Tests status: not_started sub_step: 0 retry_count: 0

Completed Steps

Step	Name	Completed	Key Outcome
1 (sub 0)	Document — Discovery	2026-03-26	21 modules, 8 components identified, dependency graph built
1 (sub 1)	Document — Module Docs	2026-03-26	21/21 module docs written in 7 batches
1 (sub 2)	Document — Component Assembly	2026-03-26	8 components: Core, Security, API&CDN, Data Models, Data Pipeline, Training, Inference, Annotation Queue
1 (sub 3)	Document — System Synthesis	2026-03-26	architecture.md, system-flows.md (5 flows), data_model.md
1 (sub 4)	Document — Verification	2026-03-26	87 entities verified, 0 hallucinations, 5 code bugs found, 3 security issues
1 (sub 5)	Document — Solution Extraction	2026-03-26	solution.md with component solution tables, testing strategy, deployment architecture
1 (sub 6)	Document — Problem Extraction	2026-03-26	problem.md, restrictions.md, acceptance_criteria.md, data_parameters.md, security_approach.md
1 (sub 7)	Document — Final Report	2026-03-26	FINAL_report.md with executive summary, risk observations, artifact index
1	Document	2026-03-26	Full 8-step documentation complete: 21 modules, 8 components, 45+ artifacts
2 (sub 1)	Test Spec — Phase 1	2026-03-26	Input data analysis: 100 images + ONNX model, 75% coverage (12/16 criteria), above 70% threshold
2 (sub 2)	Test Spec — Phase 2	2026-03-26	55 test scenarios across 5 categories: 32 blackbox, 5 performance, 6 resilience, 7 security, 5 resource limit. 80.6% AC coverage
2 (sub 3)	Test Spec — Phase 3	2026-03-26	Test Data Validation Gate PASSED: all 55 tests have input data + quantifiable expected results. 0 removals. Coverage 80.6%
2 (sub 4)	Test Spec — Phase 4	2026-03-26	Generated: run-tests-local.sh, run-performance-tests.sh, Dockerfile.test, docker-compose.test.yml, requirements-test.txt
2	Test Spec	2026-03-26	Full 4-phase test spec complete: 55 scenarios, 37 expected result mappings, 80.6% coverage, runner scripts generated
3 (sub 1t)	Decompose Tests — Infrastructure	2026-03-26	Test infrastructure bootstrap task: pytest config, fixtures, conftest, Docker env, constants patching
3 (sub 3)	Decompose Tests — Test Tasks	2026-03-26	11 test tasks decomposed from 55 scenarios, grouped by functional area
3 (sub 4)	Decompose Tests — Verification	2026-03-26	All 29 covered AC verified, no circular deps, no overlaps, dependencies table produced
3	Decompose Tests	2026-03-26	12 tasks total (1 infrastructure + 11 test tasks), 25 complexity points, 2 implementation batches
4	Implement Tests	2026-03-26	12/12 tasks implemented, 76 tests passing, 4 commits across 4 sub-batches

Key Decisions

• Component breakdown: 8 components confirmed by user
• Documentation structure: Keep both modules/ and components/ levels (user confirmed)
• Skill modifications: Refactor step made optional in existing-code flow; doc update phase added to refactoring skill
• Problem extraction documents approved by user without corrections
• Test scope: Cover all components testable without external services (option B). Inference test is smoke-only (detects something, no precision). User will provide expected detection results later.
• Fixture data: User provided 100 images + labels + ONNX model (81MB)
• Test execution: Two modes required — local (no Docker, primary for macOS dev) + Docker (CI/portable). Both run the same pytest suite.
• Tracker: jira (project AZ, cloud 1598226f-845f-4705-bcd1-5ed0c82d6119)
• Epic: AZ-151 (Blackbox Tests), 12 tasks: AZ-152 to AZ-163
• Task grouping: 55 test scenarios grouped into 11 atomic tasks by functional area, all ≤ 3 complexity points

Last Session

date: 2026-03-26 ended_at: Step 4 Implement Tests — All batches complete reason: auto-chain — Implement Tests complete, next is Run Tests notes: 76 tests passing across 12 tasks. All committed and pushed to dev. Virtual environment (.venv) created with requirements-test.txt. pytest.ini added for custom marks.

Retry Log

Attempt	Step	Name	SubStep	Failure Reason	Timestamp

Blockers

• none