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[AZ-240] Update product implementation and task decomposition processes
- Refined task decomposition steps to ensure implementation tasks are atomic and complexity does not exceed 5 points. - Enhanced the product implementation process with a completeness gate to verify task outcomes against architecture promises before proceeding to testing. - Updated dependencies table to reflect new tasks and their relationships, ensuring all test tasks are linked to product remediation tasks. - Adjusted workflow documentation to clarify entry points for task decomposition and implementation contexts. Co-authored-by: Cursor <cursoragent@cursor.com>
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# Implementation Report
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**Feature**: Product runtime
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**Cycle**: 1
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**Date**: 2026-05-04
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**Status**: Superseded — remediation pending
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## Summary
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Greenfield product implementation completed the initial GPS-denied onboard runtime scaffold and component behavior tasks. Later product verification identified required remediation work before the flow can advance to testability revision.
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- Total tasks completed: 14
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- Completed batches: 9
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- Blocked tasks: 0
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- Code review verdicts: PASS for all batch reviews and cumulative review
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- Final test run: 49 passed
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## Completed Tasks
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| Task | Name | Batch | Status |
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|------|------|-------|--------|
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| AZ-219 | initial_structure | 1 | Done |
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| AZ-220 | shared_runtime_contracts | 2 | Done |
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| AZ-221 | shared_geometry_time_sync | 3 | Done |
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| AZ-222 | runtime_config_errors_telemetry | 3 | Done |
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| AZ-223 | camera_ingest_calibration | 4 | Done |
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| AZ-224 | mavlink_gcs_gateway | 4 | Done |
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| AZ-225 | tile_manager_cache_manifest | 4 | Done |
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| AZ-227 | fdr_event_recorder | 4 | Done |
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| AZ-226 | generated_tile_orthorectification | 5 | Done |
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| AZ-228 | vio_adapter | 6 | Done |
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| AZ-229 | satellite_service_sync | 6 | Done |
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| AZ-230 | satellite_service_vpr_retrieval | 7 | Done |
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| AZ-231 | anchor_verification_matching | 8 | Done |
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| AZ-232 | safety_anchor_state_machine | 9 | Done |
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## Batch Outcomes
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| Batch | Tasks | Code Review | Tests |
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|-------|-------|-------------|-------|
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| 1 | AZ-219_initial_structure | PASS | 5 passed |
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| 2 | AZ-220_shared_runtime_contracts | PASS | 11 passed |
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| 3 | AZ-221_shared_geometry_time_sync, AZ-222_runtime_config_errors_telemetry | PASS | 17 passed |
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| 4 | AZ-223_camera_ingest_calibration, AZ-224_mavlink_gcs_gateway, AZ-225_tile_manager_cache_manifest, AZ-227_fdr_event_recorder | PASS | 29 passed |
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| 5 | AZ-226_generated_tile_orthorectification | PASS | 32 passed |
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| 6 | AZ-228_vio_adapter, AZ-229_satellite_service_sync | PASS | 38 passed |
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| 7 | AZ-230_satellite_service_vpr_retrieval | PASS | 42 passed |
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| 8 | AZ-231_anchor_verification_matching | PASS | 45 passed |
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| 9 | AZ-232_safety_anchor_state_machine | PASS | 49 passed |
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## Acceptance Coverage
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All acceptance criteria documented in the product implementation task specs are covered by tests recorded in the batch reports:
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- Shared contracts, configuration, errors, telemetry, geometry, and time-sync behavior are validated by shared unit tests.
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- Component runtime boundaries for camera ingest, MAVLink/GCS, tile management, FDR, VIO, Satellite Service, anchor verification, and safety/anchor state management are validated by component unit tests.
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- Safety-critical behavior for explicit errors, no raw-frame retention, no mid-flight Satellite Service calls, conservative generated-tile writes, rejected unsafe anchors, monotonic blackout degradation, and honest covariance is covered by the current unit suite.
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## Review Summary
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- Batch reviews: `_docs/03_implementation/reviews/batch_01_review.md` through `_docs/03_implementation/reviews/batch_09_review.md`
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- Cumulative review: `_docs/03_implementation/reviews/cumulative_review_batches_01-09_cycle1_report.md`
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- Auto-fix attempts: 0 across all batches
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- Stuck agents: none
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## Final Verification
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- `.venv/bin/python -m black --check src tests e2e/replay` passed.
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- `.venv/bin/python -m ruff check src tests e2e/replay` passed.
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- `.venv/bin/python -m pytest` passed: 49 tests.
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## Next Step
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Autodev should remain at Step 7, Implement, until remediation tasks AZ-240 through AZ-242 are implemented and the Product Implementation Completeness Gate produces `_docs/03_implementation/implementation_completeness_cycle1_report.md` without unresolved `FAIL` classifications.
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# Code Review Report
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**Batch**: cumulative batches 01-09, cycle 1
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**Date**: 2026-05-04
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**Verdict**: PASS
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## Scope
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- Task specs reviewed: AZ-219 through AZ-232.
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- Batch reports reviewed: `_docs/03_implementation/batch_01_cycle1_report.md` through `_docs/03_implementation/batch_09_cycle1_report.md`.
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- Code scope reviewed: `src/`, `tests/`, and `e2e/replay`.
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- Architecture references reviewed: `_docs/02_document/architecture.md` and `_docs/02_document/module-layout.md`.
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## Findings
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| # | Severity | Category | File:Line | Title |
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|---|----------|----------|-----------|-------|
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| - | - | - | - | No findings |
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## Phase Results
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### Phase 1: Context Loading
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All 14 product implementation tasks, the project restrictions, the solution overview, module layout, architecture, and batch reports were reviewed.
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### Phase 2: Spec Compliance
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Every task acceptance criterion is covered by the per-batch reports and unit tests. The final full suite passed with 49 tests.
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### Phase 3: Code Quality
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Formatter and lint checks passed:
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- `.venv/bin/python -m black --check src tests e2e/replay`
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- `.venv/bin/python -m ruff check src tests e2e/replay`
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No dead imports, style errors, or obvious duplicated component-local contract shapes were found.
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### Phase 4: Security Quick-Scan
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No hardcoded secrets, `eval`, `exec`, shell subprocess usage, insecure deserialization, or sensitive-data logging patterns were found in `src/`.
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### Phase 5: Performance Scan
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The implemented code remains lightweight and trigger-oriented for the current scaffold/runtime-contract level. Heavy VPR, matching, Jetson, SITL, and endurance profiling remain release-gate work for later test implementation and deploy phases.
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### Phase 6: Cross-Task Consistency
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Shared DTOs and component interfaces are consistently consumed through public package surfaces. Batch-level reports show all dependencies were implemented before consumers.
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### Phase 7: Architecture Compliance
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Observed imports align with the component public API layout:
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- Runtime components import shared helpers and contracts through `shared/*` public modules.
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- Cross-component imports use package-level public exports such as `tile_manager`, not internal component files.
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- No component imports from `internal/`, `_*.py`, or native bridge paths owned by another component.
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No architecture baseline file exists, so no baseline delta section is required.
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## Verification
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- `.venv/bin/python -m black --check src tests e2e/replay` passed.
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- `.venv/bin/python -m ruff check src tests e2e/replay` passed.
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- `.venv/bin/python -m pytest` passed: 49 tests.
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