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AZ-326 (3pt): operator-tool Click CLI shell at src/gps_denied_onboard/components/c12_operator_tooling/cli.py with six subcommands (download, build-cache, upload-pending, reloc-confirm, verify-ready, set-sector); SectorClassificationStore (atomic-write JSON under ~/.azaion/onboard/sector-classifications.json); freshness-table lookup driving AC-NEW-6; EXIT_* constants; AZ-266 structured-JSON log wiring to a rotating ~/.azaion/onboard/c12-tooling.log handler; operator-tool console-script entry in pyproject.toml. AZ-327 (3pt): CompanionBringup orchestrator at src/gps_denied_onboard/components/c12_operator_tooling/companion_bringup.py that opens an SSH session against the companion (paramiko per project pin), checks the four pre-flight artifacts (Manifest, expected engines, sha256 sidecars, calibration), and returns a ReadinessReport per description.md S2; CompanionUnreachableError + ContentHashMismatchError with operator-friendly remediation hints; ParamikoSshSessionFactory + RemoteSidecarVerifier (sha256sum + cat over SSH, no bytes pulled to the workstation); paramiko>=3.4,<4.0 dep added. NFR-perf-cold-start fix: PEP 562 lazy __getattr__ in c12_operator_tooling/__init__.py and flights_api/__init__.py defers HttpxFlightsApiClient (httpx), ParamikoSshSession[Factory] (paramiko + cryptography), bbox_from_waypoints / takeoff_origin_from_flight (numpy + pyproj). cli.py imports from leaf flights_api modules. operator-tool --help cold start: ~870ms -> <200ms typical, <500ms p99. Includes 73 unit tests (incl. paramiko-version-drift smoke per AZ-327 Risk 1) + console-script integration test. All 1494 repo-wide unit tests pass; 80 skips are pre-existing environment gates. Batch report: _docs/03_implementation/batch_42_cycle1_report.md. Co-authored-by: Cursor <cursoragent@cursor.com>
gps-denied-onboard
Companion onboard system for GPS-denied UAV navigation. Detailed design and architecture documentation lives under _docs/.
Quick links
- Problem statement:
_docs/00_problem/problem.md - Architecture:
_docs/02_document/architecture.md - Module layout (file ownership):
_docs/02_document/module-layout.md - Component docs:
_docs/02_document/components/ - Test specs:
_docs/02_document/tests/ - Deployment:
_docs/02_document/deployment/
Local development
python -m venv .venv && source .venv/bin/activate
pip install -e ".[dev]"
pytest -q tests/unit/
For full Tier-1 integration via Docker, see _docs/02_document/deployment/containerization.md.
Build matrix
Four binaries built from this codebase: airborne, research, operator-tooling, replay-cli. CMake BUILD_* flags gate component inclusion per binary — see cmake/build_options.cmake and _docs/02_document/module-layout.md § Build-Time Exclusion Map.
Description
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