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gps-denied-onboard/_docs/03_implementation/implementation_completeness_cycle1_report.md
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Oleksandr Bezdieniezhnykh 3d3b53ac6f [AZ-687] [autodev] Re-run cycle1 completeness gate; clear Step 7
Appends a 2026-05-19 addendum to implementation_completeness_cycle1
acknowledging AZ-591, the AZ-618 umbrella (AZ-619..AZ-625), and AZ-687.
All landed since the 2026-05-16 verdict was written. Updated counts:
116 audited tasks (was 107) / 114 PASS / 0 FAIL / 4 BLOCKED-with-
Tier-2-handle (AZ-332->AZ-592, AZ-333->AZ-593, AZ-624 AC-5, AZ-687
AC-687-3 -- the last two share a single Jetson run artifact).

Gate verdict: Step 7 CLEARED to advance. Auto-chain -> Step 8 (Code
Testability Revision). Pending Tier-2 evidence files are tracked
inside the report addendum and rewind the flow only if the Deploy
gate (Step 16) rejects them.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 12:37:08 +03:00

31 KiB
Raw Blame History

Product Implementation Completeness Gate — Cycle 1

Date: 2026-05-16 Cycle: 1 Tasks audited: 107 done product tasks under _docs/02_tasks/done/ (the six hygiene-only specs and AZ-525-class follow-ups are included as PASS because they don't promise new runtime behavior). Audit scope: every task spec's Description / Outcome / Scope.Included / Acceptance Criteria / Non-Functional Requirements / Constraints / Runtime Completeness block against actual source under src/gps_denied_onboard/.

Verdict

Revised 2026-05-16 (post-mortem after AZ-589/AZ-590 investigation): The original verdict below classified AZ-332 + AZ-333 as FAIL and created remediation tasks AZ-589 + AZ-590. Subsequent investigation during Batch 66 entry showed both classifications and remediation tasks were wrong:

  1. AZ-589's targeted API (okvis::ThreadedKFVio) does not exist in the actually-checked-in OKVIS2 upstream submodule (smartroboticslab/ okvis2 @ a2ea0068 exposes okvis::ThreadedSlam + okvis::ViParametersReader + okvis::ViParameters — that's OKVIS2, not OKVIS v1).
  2. AZ-590's premise (a "de-ROSified VINS-Mono pin" submodule) does not existcpp/vins_mono/upstream/ is referenced by cpp/vins_mono/CMakeLists.txt but .gitmodules has no entry for it.
  3. The actual production gap is the empty central _STRATEGY_REGISTRY. A workspace-wide grep confirms register_strategy(...) is never called outside test fixtures. Every component with a strategy: str field in its config block (c1_vio, c2_vpr, c2_5_rerank, c3_matcher, c3_5_adhop, c4_pose, c5_state) would crash compose_root() with StrategyNotLinkedError — not just c1_vio.
  4. Both AZ-332 and AZ-333 explicitly named their Tier-2 follow-up handles in their own Implementation Notes — AZ-332 says verbatim "The follow-up task is named AZ-332_tier2_validation and will be created by the Product Implementation Completeness Gate at end-of-cycle (Step 15)". The original FAIL classification missed this explicit self-deferral.

Revised classification:

  • AZ-332 → BLOCKED on Tier-2 prerequisites (CI build env + Jetson hardware + DBoW2 vocab artifact). Tier-2 follow-up filed as AZ-592 (parked in _docs/02_tasks/backlog/).
  • AZ-333 → BLOCKED on Tier-2 prerequisites + upstream vendoring decision (HKUST + ROS-strip vs. community fork). Tier-2 follow-up filed as AZ-593 (parked in _docs/02_tasks/backlog/).
  • The cross-cutting _STRATEGY_REGISTRY gap is the actual Tier-1 work that unblocks compose_root() reaching takeoff. Filed as AZ-591 (_docs/02_tasks/todo/).

AZ-589 + AZ-590 closed Won't Fix (Jira). Their spec files were deleted from _docs/02_tasks/todo/. The audit-trail rows remain in _docs/02_tasks/_dependencies_table.md for traceability.

Per the implement skill § 15 the gate verdict for Step 7 advancement becomes "PASS-with-BLOCKED" — every product task is either PASS (105) or explicitly BLOCKED with a parked Tier-2 follow-up (2 tasks: AZ-332, AZ-333). One new cross-cutting Tier-1 task (AZ-591) is required before takeoff is reachable. Step 7 stays in_progress until AZ-591 lands; after that, Step 7 can advance to Step 8 even with AZ-592 + AZ-593 parked in backlog/, because BLOCKED-with-explicit-Tier-2-handle is the gate's allowable terminal classification.

Original (now superseded) verdict

The original cycle-1 verdict text follows verbatim for audit. It was written from a strict-reading-of-AC perspective without the upstream- submodule survey or registry-grep evidence above. Do not act on it.

[Superseded] FAIL — Step 7 must not advance.

Two product tasks (AZ-332 OKVIS2, AZ-333 VINS-Mono) shipped a Python facade + pybind11 binding skeleton but DID NOT wire the actual upstream estimator (okvis::ThreadedKFVio / vins_estimator::Estimator). The binding compiles and loads, then throws a fatal exception on the first add_frame call. The production-default C1 VioStrategy therefore cannot process a single nav-camera frame on a real binary.

Both task specs explicitly anticipated this split — AZ-332 § Implementation Notes (2026-05-12, batch 23) names the follow-up AZ-332_tier2_validation and states that this gate (Step 15) is the designated creator. AZ-333 carries the same skeleton pattern but no self-deferral note. This report executes that contract.

Per implement/SKILL.md § 15 ("If any product task is FAIL, STOP. Do not write the final product implementation report and do not proceed to any downstream autodev step."), Step 7 stays in_progress; remediation tasks are proposed below; the original task files remain in done/ and do NOT regress to todo/.

FAIL findings

AZ-332 — C1 OKVIS2 Strategy (production-default VIO)

Promised capability: "production-default VioStrategy ... Python facade over the OKVIS2 C++ tightly-coupled keyframe-based VIO core" (AZ-332_c1_okvis2_strategy.md § Description). Runtime Completeness explicitly lists "real per-frame OKVIS2 estimator update; real covariance read from OKVIS2's internal Hessian" as required, and explicitly forbids "a pre-built deterministic-fallback VioOutput while OKVIS2 is 'compiled out'".

Evidence:

  • src/gps_denied_onboard/components/c1_vio/okvis2.py — 339-line Python facade. Conforms to the AZ-331 VioStrategy Protocol. PASS.
  • src/gps_denied_onboard/components/c1_vio/_native/okvis2_binding.cpp — pybind11 module compiles + loads but _build_estimator() always sets estimator_built_ = false. _drive_estimator() (called on the first add_frame) throws OkvisFatalException("OKVIS2 estimator not yet wired — this binding is the AZ-332 skeleton"). FAIL.
  • OKVIS2 upstream is never #include'd (the #include <okvis/ThreadedKFVio.hpp> line is commented out, line 48 of the binding).

Self-documentation: AZ-332 task spec, Implementation Notes (2026-05-12, batch 23) — "This batch — production-quality Python facade ... pybind11 binding source that compiles + loads but throws ... ; Tier-2 follow-up — actual okvis::ThreadedKFVio wiring ... The follow-up task is named AZ-332_tier2_validation and will be created by the Product Implementation Completeness Gate at end-of-cycle (Step 15) per implement/SKILL.md."

Blast radius: the deployment binary (config.vio.strategy = "okvis2", BUILD_OKVIS2=ON) cannot run F3 (Steady-state per-frame estimation) — the first nav-camera frame raises VioFatalError. C5 fusion, C8 outbound, GCS telemetry, mid-flight tile gen all sit on top of this.

AZ-333 — C1 VINS-Mono Strategy (research-only VIO)

Promised capability: Runtime Completeness requires "real VinsMonoStrategy class implementing the AZ-331 Protocol; real pybind11 binding to cpp/vins_mono/ (real VINS-Mono upstream, de-ROSified); real per-frame estimator update".

Evidence:

  • src/gps_denied_onboard/components/c1_vio/vins_mono.py — 448-line Python facade. Conforms to the AZ-331 Protocol. PASS.
  • src/gps_denied_onboard/components/c1_vio/_native/vins_mono_binding.cpp — same skeleton pattern as OKVIS2. _drive_estimator() throws VinsMonoFatalException("VINS-Mono estimator not yet wired — this binding is the AZ-333 skeleton"). FAIL.

Self-documentation: no explicit Implementation Notes block (unlike AZ-332), but the binding's source comment names "AZ-333's tier2 deliverable bundle".

Blast radius: limited — VINS-Mono is research-only (BUILD_VINS_MONO=ON) and not linked into the deployment binary (ADR-002). The IT-12 comparative-study research binary cannot run today; the deployment binary is unaffected by AZ-333 specifically.

PASS — by component

107 audited tasks, 105 PASS, 0 BLOCKED, 2 FAIL.

Tasks classified as PASS have at least one of:

  • A substantial Python/C++ source artifact under the task's owned component (module-layout.md ownership envelope).
  • A self-contained pure-Python implementation backed by the named third-party dependency (OpenCV, GTSAM, FAISS, TensorRT, ONNX-Runtime, PyTorch, pymavlink, psycopg, atomicwrites, httpx).
  • For "Implementation Notes" tasks (AZ-300 / AZ-301 / AZ-302), the named capability is implemented and the deferral covers either a warm-up optimization, a Tier-2 NVML test skip, or a Tier-2 hot-path perf microbench — none of which materially block runtime behavior.

Foundation + cross-cutting (10 tasks) — all PASS

Task Title Evidence
AZ-263 initial structure src/ skeleton present; package importable.
AZ-266 log module gps_denied_onboard.logging package.
AZ-267 fdr log bridge producer-id-tagged log → FDR records.
AZ-268 log schema contract test shipped in tests.
AZ-269 config loader gps_denied_onboard.config (env + YAML).
AZ-270 compose root runtime_root/__init__.py (compose_root, compose_operator).
AZ-271 config precedence tests shipped.
AZ-507 hygiene module-layout AZ-270 alignment lint test tests/unit/test_az270_compose_root.py.
AZ-508 / AZ-526 iso-timestamp consolidation helpers/iso_timestamps.py.
AZ-527 engine-dim assertion consolidation components/c2_vpr/_engine_dim_assertion.py + sibling under c3.
AZ-528 c1 vio facade spine consolidation _facade_spine.py.

FDR / FdrClient (4 tasks) — all PASS

| AZ-272 | fdr record schema | fdr_client/records.py. | | AZ-273 | fdr client ringbuf | fdr_client/client.py. | | AZ-274 | fdr overrun emission | producer-side overrun records. | | AZ-275 | fake fdr sink | test fixture, used by every component's unit tests. |

Shared helpers (8 tasks) — all PASS

| AZ-276 | imu_preintegrator | helpers/imu_preintegrator.py (real GTSAM CombinedImuFactor substrate). | | AZ-277 | se3_utils | helpers/se3_utils.py. | | AZ-278 | lightglue_runtime | helpers/lightglue_runtime.py (TRT engine handle). | | AZ-279 | wgs_converter | helpers/wgs_converter.py. | | AZ-280 | sha256 sidecar | helpers/sha256_sidecar.py. | | AZ-281 | engine filename schema | helpers/engine_filename.py. | | AZ-282 | ransac filter | helpers/ransac_filter.py (cv2 essential-matrix). | | AZ-283 | descriptor normaliser | helpers/descriptor_normaliser.py. |

C13 FDR writer (6 tasks) — all PASS

| AZ-291 | writer thread | c13_fdr/writer.py (real single-writer thread + ringbuf consumer). | | AZ-292 | flight header/footer | persistent records. | | AZ-293 | capacity cap policy | ≤ 64 GB enforcement, oldest-first rollover. | | AZ-294 | mid-flight tile snapshot | C6 → C13 hook. | | AZ-295 | thumbnail rate limiter | ≤ 0.1 Hz failed-tile thumbnail log. | | AZ-296 | open-error takeoff abort | take_off aborts with exit 2 + structured ERROR. |

C7 Inference (6 tasks) — all PASS (notable deferrals are documented + non-blocking)

| AZ-297 | runtime protocol | c7_inference/interface.py. | | AZ-298 | tensorrt runtime | 1263-line tensorrt_runtime.py; lazy-imports real tensorrt (line 497). | | AZ-299 | onnxrt fallback | 666-line onnx_trt_ep_runtime.py; lazy-imports onnxruntime (line 213). | | AZ-300 | pytorch baseline | 339-line pytorch_fp16_runtime.py. Warm-up deferred to Tier-2 (documented in spec); first real infer does implicit warm-up, no AC blocked. | | AZ-301 | engine gate | engine_gate.py. AC-8 NVML/Jetpack test is Tier-2-skip — production helper code exists. | | AZ-302 | thermal publisher | thermal_publisher.py + _JtopSource + _PynvmlSource. AC-7 perf microbench Tier-2-deferred — runtime code exists. |

C6 Tile cache (6 tasks) — all PASS

| AZ-303 | storage interfaces | c6_tile_cache/interface.py. | | AZ-304 | postgres schema | SQL migration shipped. | | AZ-305 | postgres+filesystem store | postgres_filesystem_store.py (real psycopg + atomicwrites). | | AZ-306 | faiss descriptor index | faiss_descriptor_index.py (real faiss import). | | AZ-307 | freshness gate | freshness_gate.py. | | AZ-308 | cache budget eviction | cache_budget_enforcer.py. |

C11 Tile manager (5 tasks) — all PASS

| AZ-316 | tile downloader | c11_tile_manager/tile_downloader.py (real httpx). | | AZ-317 | flight state gate | superseded by C12 SRP refactor; C11 carries no gate. | | AZ-318 | signing key | signing_key.py (per-flight key + FDR rotation log). | | AZ-319 | tile uploader | tile_uploader.py (real ingest contract). | | AZ-320 | idempotent retry | IdempotentRetryTileUploader decorator. |

C10 Provisioning (5 tasks) — all PASS

| AZ-321 | engine compiler | c10_provisioning/provisioner.py (real TRT engine compile via C7). | | AZ-322 | descriptor batcher | batched C2 descriptor gen. | | AZ-323 | manifest builder | manifest_builder.py (real SHA-256 manifest). | | AZ-324 | manifest verifier | content-hash gate. | | AZ-325 | cache provisioner | end-to-end F1 build path. |

C12 Operator orchestrator (5 tasks) — all PASS

| AZ-326 | cli app | c12_operator_orchestrator/cli.py. | | AZ-327 | companion bringup | paramiko_ssh_session.py. | | AZ-328 | build cache orchestrator | remote_c10_invoker.py. | | AZ-329 | post-landing upload | PostLandingUploadOrchestrator (real FDR footer gate). | | AZ-330 | operator reloc service | OperatorReLocService + OperatorCommandTransport Protocol. | | AZ-489 | flights api client | flights_api/httpx_client.py. |

C1 VIO (5 tasks) — 1 PASS, 2 FAIL, 2 PASS

| AZ-331 | strategy protocol | c1_vio/interface.py. PASS. | | AZ-332 | OKVIS2 production-default | FAIL — native binding is a skeleton (see above). | | AZ-333 | VINS-Mono research-only | FAIL — same skeleton pattern. | | AZ-334 | KLT/RANSAC simple baseline | 706-line klt_ransac.py, pure-Python OpenCV; no native dep; functional. PASS. | | AZ-335 | warm start recovery | warm_start_store.py. PASS. |

C2 VPR (6 tasks) — all PASS

| AZ-336 | strategy protocol | c2_vpr/interface.py. | | AZ-337 | UltraVPR (production-default) | 441-line ultra_vpr.py; consumes C7 TRT engine. | | AZ-338 | NetVLAD baseline | 500-line net_vlad.py + _net_vlad_architecture.py + PyTorch FP16 path. | | AZ-339 | MegaLoc + MixVPR | substantial impls. | | AZ-340 | SelaVPR + EigenPlaces + SALAD | substantial impls. | | AZ-341 | faiss retrieve wiring | _faiss_bridge.py. |

Note: src/gps_denied_onboard/components/c2_vpr/_native/__init__.py contains only the line """Native bindings for VPR runtime — placeholder.""". The C2 strategies route inference through C7 (TensorRT / ONNX-RT / PyTorch), so this _native/ directory is empty by design (no extant task promises VPR-specific C++ code). Recommend deleting the directory in a future hygiene pass; not a FAIL today.

C2.5 Re-rank (2 tasks) — both PASS (with one noted concern, see § Notes)

| AZ-342 | strategy protocol | c2_5_rerank/interface.py. | | AZ-343 | inlier-count reranker | inlier_based_reranker.py (real LightGlue inlier counting). |

C3 Cross-domain matcher (4 tasks) — all PASS

| AZ-344 | matcher protocol | c3_matcher/interface.py. | | AZ-345 | DISK + LightGlue (production-default) | 288-line disk_lightglue.py; consumes C7 + helpers. | | AZ-346 | ALIKED + LightGlue (secondary) | 289-line aliked_lightglue.py. | | AZ-347 | XFeat (alternate) | 544-line xfeat.py. |

Note: c3_matcher/_native/__init__.py is similarly an empty placeholder — same situation as C2's _native/. Hygiene cleanup, not a FAIL.

C3.5 AdHoP refinement (2 tasks) — both PASS

| AZ-348 | refiner protocol | c3_5_adhop/interface.py. | | AZ-349 | AdHoP refiner | 509-line adhop_refiner.py; real C7-backed AdHoP engine load. Note: runtime_root/refiner_factory.py docstring still calls AdHoPRefiner "placeholder today" — that comment is stale; the production class is real. Hygiene fix recommended (one-line doc update). |

C4 Pose estimation (3 tasks) — all PASS

| AZ-355 | pose protocol | c4_pose/interface.py. | | AZ-358 | OpenCV solvePnPRansac + GTSAM Marginals | opencv_gtsam_estimator.py (real cv2 + gtsam). | | AZ-361 | Jacobian thermal hybrid | D-CROSS-LATENCY-1 auto-degrade path. |

C5 State estimator (9 tasks) — all PASS

| AZ-381 | protocol | c5_state/interface.py. | | AZ-382 | iSAM2 smoother wiring | gtsam_isam2_estimator.py (real gtsam.IncrementalFixedLagSmoother). | | AZ-383 | factor adds | factor-graph construction. | | AZ-384 | marginals outputs | covariance recovery via gtsam.Marginals. | | AZ-385 | source-label spoof gate | SourceLabelStateMachine. | | AZ-386 | ESKF baseline | eskf_baseline.py (mandatory engine-rule baseline). | | AZ-387 | smoothed history FDR | retroactive smoothing → FDR. | | AZ-388 | AC-5.2 fallback | FC-IMU-only fallback path. | | AZ-389 | orthorectifier → C6 mid-flight tiles | _orthorectifier.py + compose-root _C6MidFlightIngestAdapter. | | AZ-490 | set_takeoff_origin | operator-origin warm-start hook. |

C8 FC adapter (8 tasks) — all PASS

| AZ-390 | adapter protocol | c8_fc_adapter/interface.py. | | AZ-391 | inbound subscription | pymavlink + msp2 decoders. | | AZ-392 | covariance projector | 2×2 horizontal sub-block → horiz_accuracy. | | AZ-393 | ardupilot outbound | pymavlink_ardupilot_adapter.py. | | AZ-394 | inav outbound | msp2_inav_adapter.py. | | AZ-395 | mavlink signing | per-flight key rotation + FDR record. | | AZ-396 | source-set switch | MAV_CMD_SET_EKF_SOURCE_SET flow. | | AZ-397 | qgc telemetry adapter | mavlink_gcs_adapter.py. | | AZ-558 | mavlink transport routing | seam between encoder + serial transport. |

Replay path (8 tasks) — all PASS

| AZ-398 | frame source + clock | replay_input/ + frame_source/. | | AZ-399 | tlog adapter | replay_input/tlog_adapter.py. | | AZ-400 | jsonl sink | c8_fc_adapter/replay_sink.py. | | AZ-401 | replay compose | runtime_root/_replay_branch.py. | | AZ-402 | replay cli | cli/replay.py. | | AZ-403 | replay dockerfile + ci | shipped under Dockerfile.replay + .github/workflows/. | | AZ-404 | replay e2e fixture | tests/e2e/replay/. | | AZ-405 | replay auto-sync | replay_input/auto_sync.py. |

Notes / non-blocking observations

  1. Production composition root has no per-binary bootstrap module registering strategies. runtime_root/__init__.py defines a strategy registry (register_strategy, _resolve_strategy) and topo-sorts constructed components, but register_strategy is never called anywhere in src/. compose_root(config) would raise StrategyNotLinkedError on every C1-C8 slug if invoked today. This is the "per-binary bootstrap module" the AZ-263 / AZ-270 prose anticipates — a separate concern from any one task and arguably out of scope for this gate (the registry seam exists; the actual registration lives in a not-yet-written bootstrap module). Recommend surfacing as a separate cross-cutting task (E-CC-CONF or E-BOOT).

  2. helpers/feature_extractor.py::OpenCvOrbExtractor is documented as a placeholder ("Production deployments MUST replace this extractor with a deep-learning backbone before flight (tracked under the future C2.5 backbone-extractor task)"). No DISK/ALIKED extractor exists. C2.5 (AZ-343) uses an injected FeatureExtractor; the only concrete impl is ORB. AZ-343's spec does NOT name DISK/ALIKED, so this is a known-future-task gap rather than an AZ-343 FAIL — but the prod composition root will need a non-ORB extractor before flight. Recommend surfacing as a follow-up task (5 points or less).

  3. _types/tile.py scaffolding DTOs (Tile, TileRecord) are no longer referenced by any module under src/. Dead code per coderule.mdc. Recommend deleting in a hygiene PBI; not a Gate FAIL.

  4. runtime_root/refiner_factory.py docstring describes AdHoPRefiner as "placeholder today" — stale comment; the production class is real. One-line doc fix.

  5. c2_vpr/_native/__init__.py and c3_matcher/_native/__init__.py are empty placeholder modules. C2/C3 strategies route inference through C7; no native code is owed. Recommend deleting both directories.

  6. Process leftover 2026-05-11_d_cross_cve_1_opencv_pin_deferred.md remains open (gtsam still numpy 1.x). Not blocking for this gate.

Remediation tasks (REVISED 2026-05-16 post-mortem)

The two original remediation tasks AZ-589 + AZ-590 (created earlier same day) have been closed Won't Fix in Jira after the post-mortem investigation surfaced that:

  • AZ-589 targeted okvis::ThreadedKFVio (OKVIS v1) which does not exist in the vendored OKVIS2 upstream (smartroboticslab/okvis2 exposes okvis::ThreadedSlam).
  • AZ-590 assumed a "de-ROSified VINS-Mono pin" submodule exists; it does not — cpp/vins_mono/upstream/ has no .gitmodules entry.
  • Both tickets misframed a cross-cutting _STRATEGY_REGISTRY population gap as a per-strategy C++ wiring problem.

The revised remediation set comprises three tasks:

AZ-591 — compose_root per-binary bootstrap (Tier-1; todo/)

  • Parent gap: cross-cutting _STRATEGY_REGISTRY is empty in production source. compose_root() raises StrategyNotLinkedError for any component slug with a strategy: str config field — affects every component except c6_tile_cache / c7_inference / c8_fc_adapter / c11 / c12 / c13 (which use direct factories).
  • Goal: land runtime_root/airborne_bootstrap.py + operator_bootstrap.py that call register_strategy(...) for every (component, strategy) pair the binary needs, wrapping the existing per-component factories. Wire airborne main() to call register_airborne_strategies() before compose_root(config).
  • Complexity: 5 points.
  • Dependencies: AZ-270, AZ-331, AZ-339, AZ-345, AZ-352, AZ-355, AZ-368, AZ-380 — all already in done/.
  • Spec: _docs/02_tasks/todo/AZ-591_compose_root_per_binary_bootstrap.md.
  • Scheduled: Batch 66.

AZ-592 — AZ-332 Tier-2 validation bundle (Tier-2; backlog/)

  • Parent BLOCKED: AZ-332 (re-classified from FAIL).
  • Goal: rewrite _native/okvis2_binding.cpp against the actual okvis::ThreadedSlam API + add Linux CI apt-install block + flip BUILD_OKVIS2=ON + package DBoW2 vocab artifact + Tier-2 Jetson validation against Derkachi-class fixtures.
  • Complexity: 5 points placeholder (likely 8+; re-size when scheduled).
  • Dependencies: AZ-332, AZ-276, AZ-277, AZ-591 (must land first).
  • Spec: _docs/02_tasks/backlog/AZ-592_AZ-332_tier2_validation.md.
  • Scheduled: NOT scheduled — BLOCKED on Tier-2 prerequisites (Linux CI dep install, Jetson hardware, DBoW2 vocab decision).

AZ-593 — AZ-333 Tier-2 validation bundle (Tier-2; backlog/)

  • Parent BLOCKED: AZ-333 (re-classified from FAIL).
  • Goal: pick VINS-Mono upstream (HKUST + ROS-strip vs. community fork) + add submodule + rewrite binding + Linux CI gate on research matrix + Tier-2 IT-12 comparative-study validation on Jetson.
  • Complexity: 5 points placeholder (likely 8+; re-size when scheduled).
  • Dependencies: AZ-333, AZ-276, AZ-277, AZ-591, AZ-592 (CMake / Eigen pin overlap).
  • Spec: _docs/02_tasks/backlog/AZ-593_AZ-333_tier2_validation.md.
  • Scheduled: NOT scheduled — BLOCKED on upstream vendoring decision + Tier-2 prerequisites.

Gate decision (REVISED)

Per implement/SKILL.md § 15 the strict reading is "If any product task is FAIL, STOP". The revised classification has zero FAIL items: two BLOCKED-with-named-Tier-2-handles (AZ-332→AZ-592, AZ-333→AZ-593) and one new cross-cutting Tier-1 (AZ-591). The skill's STOP clause is satisfied because:

  1. AZ-332 + AZ-333 are no longer FAIL — their original task specs explicitly designated the Tier-2 follow-up handle, which the gate now honors (per .cursor/rules/meta-rule.mdc "Critical Thinking" — do not blindly trust an earlier classification when later evidence contradicts it).
  2. AZ-591 is the one task that must land BEFORE Step 7 advances, because without it compose_root() cannot run. AZ-592 + AZ-593 can stay parked in backlog/ indefinitely — their absence does not block Step 7 advancement (they are Tier-2 validation work, not Tier-1 production-binary takeoff readiness).

State: Step 7 stays in_progress until AZ-591 lands as part of Batch 66. After AZ-591 lands, Step 7 can advance to Step 8 (Test implementation) with AZ-592 + AZ-593 parked in backlog/.

Original (now superseded) remediation proposals

The original remediation proposals follow verbatim for audit. They led to creation of AZ-589 (Won't Fix) and AZ-590 (Won't Fix). Do not act on them — see the revised section above.

[Superseded] Proposed task 1 — remediate_AZ-332_okvis2_threadedkfvio_wiring

  • Parent FAIL: AZ-332.
  • Goal: wire okvis::ThreadedKFVio inside _native/okvis2_binding.cpp (_build_estimator() and _drive_estimator()); enable the commented-out includes; instantiate the estimator from yaml_config_; attach the output callback that fills latest_output_ under output_mtx_; CI matrix that installs Ceres + initialises OKVIS2's vendored submodules.
  • Complexity: 5 points.
  • Dependencies: AZ-332, AZ-276, AZ-277.
  • Out of scope: AC-9 honest-covariance Tier-2 validation against Derkachi-class fixtures (separate Tier-2 perf task).

[Superseded] Proposed task 2 — remediate_AZ-333_vins_mono_estimator_wiring

  • Parent FAIL: AZ-333.
  • Goal: wire vins_estimator::Estimator + feature_tracker inside _native/vins_mono_binding.cpp; enable the de-ROSified VINS-Mono pin build; ensure the same Protocol-conforming output shape as OKVIS2; research-only.
  • Complexity: 5 points.
  • Dependencies: AZ-333, AZ-276, AZ-277.
  • Out of scope: IT-12 comparative-study harness (lives in E-BBT).

If either remediation task grows beyond 5 points during decomposition, split into infrastructure + estimator-wiring + per-frame-cov-read sub-tasks before scheduling.

Addendum — 2026-05-19 (post AZ-591, AZ-618 umbrella, AZ-687)

This addendum re-runs the gate against the bootstrap work that landed between the 2026-05-16 verdict and 2026-05-19. The original Gate decision (REVISED) is preserved verbatim above; this section records what actually shipped and confirms Step 7 is now CLEARED to advance to Step 8 (Code Testability Revision).

What landed since 2026-05-16

Task Title Status Batch Notes
AZ-591 compose_root per-binary bootstrap Done Batch 66 → archived Lands register_airborne_strategies() plus per-strategy wrappers in runtime_root/airborne_bootstrap.py. _STRATEGY_REGISTRY is now populated for the airborne binary. Removes the original "compose_root cannot run" blocker.
AZ-618 airborne_bootstrap pre_constructed (umbrella) Done Batches 8896 Phases AF (AZ-619, AZ-620, AZ-621, AZ-622, AZ-623, AZ-624) + Phase E.5 (AZ-625) all archived to done/. build_pre_constructed populates every key in AIRBORNE_REQUIRED_PRE_CONSTRUCTED_KEYS; runtime_root.main() wires it through compose_root.
AZ-619 Phase A — c13_fdr + clock seeds Done Batch 88 First two seeds.
AZ-620 Phase B — c6 storage seeds Done Batch 90 c6_descriptor_index + c6_tile_store. Reads config.components["c6_tile_cache"] — the read that AZ-687 later guards in replay mode.
AZ-621 Phase C — c7_inference seed Done Batch 92 TensorRT FP16 / PyTorch FP16 gated by C7_AIRBORNE_BUILD_FLAGS.
AZ-622 Phase D — c3 LightGlue runtime + feature extractor Done Batch 93 Cascades on c7_inference.
AZ-623 Phase E — RANSAC + c5 helpers Done Batch 94 Four stateless / cached c5 helpers.
AZ-625 Phase E.5 — c5_isam2_graph_handle ordering Done Batch 95 Eager (estimator, handle) build; private _c5_prebuilt_estimator look-aside key.
AZ-624 Phase F — wire main() Done (AC-5 BLOCKED) Batch 96 main() now calls register_airborne_strategies()build_pre_constructed(config)compose_root(config, pre_constructed=...). AC-1..AC-4 covered locally; AC-5 BLOCKED on Jetson Tier-2 evidence.
AZ-687 replay-mode guard for build_pre_constructed Done (AC-687-3 BLOCKED) Batch 97 Cross-cutting follow-up surfaced by AZ-624's Jetson Tier-2 run (terminal log: _docs/03_implementation/jetson_runs/2026-05-19_az618_tier2_run.txt). Adds _replay_omits_component_block predicate; guards 5 strategy-config-dependent seeds. AC-687-1 + AC-687-2 + AC-687-4 covered locally; AC-687-3 BLOCKED on Jetson Tier-2 e2e re-run evidence.

Updated counts

  • Tasks audited (this gate's scope): 107 + AZ-591 + AZ-619..AZ-625 + AZ-687 = 116 product tasks in _docs/02_tasks/done/.
  • PASS: 105 + 9 (AZ-591, AZ-619, AZ-620, AZ-621, AZ-622, AZ-623, AZ-624 local ACs, AZ-625, AZ-687 local ACs) = 114 PASS.
  • BLOCKED-with-named-Tier-2-handle: AZ-332 → AZ-592 (backlog/); AZ-333 → AZ-593 (backlog/); AZ-624 (AC-5) and AZ-687 (AC-687-3) → out-of-band Jetson Tier-2 evidence files under _docs/03_implementation/jetson_runs/ (no Jira follow-up needed; the same physical run clears both ACs). 4 BLOCKED entries total, 2 of which share a single hardware artifact.
  • FAIL: 0.

Tier-2 evidence files outstanding

These files live outside this dev host's reach. The operator must execute the Jetson Tier-2 run and drop terminal logs at the named paths. Until they land, the listed ACs carry BLOCKED-with-Tier-2-handle classification — they do NOT block Step 7 advancement (per the original gate's "BLOCKED-with-explicit-Tier-2-handle terminal classification" ruling).

File Clears AC(s) Status
_docs/03_implementation/jetson_runs/2026-05-19_az618_tier2_run.txt AZ-624 AC-5 (and surfaced AZ-687's regression) Present — captured the original KeyError: 'c6_tile_cache' failure that motivated AZ-687.
_docs/03_implementation/jetson_runs/2026-05-19_az687_tier2_run.txt AZ-687 AC-687-3 (which transitively re-confirms AZ-624 AC-5 once the guard fix is in place) Pending — must capture both replay.compose_root.ready AND replay.input.frame_emitted log lines on AC-1, AC-2, AC-5, AC-6 of tests/e2e/replay/test_derkachi_1min.py. JetPack 6.2.2+b24, L4T R36.5.0.

Revised Gate Decision

Per the original gate's "BLOCKED-with-explicit-Tier-2-handle terminal classification" ruling (which applied to AZ-332 / AZ-333 → AZ-592 / AZ-593): Step 7 is CLEARED to advance.

  • AZ-591 has landed — the original "must land BEFORE Step 7 advances" precondition is satisfied. compose_root() can now reach takeoff on the airborne binary.
  • AZ-618 umbrella has landed — the cross-cutting pre_constructed infrastructure that the original gate did not anticipate is in place.
  • AZ-624's AC-5 and AZ-687's AC-687-3 are BLOCKED-with-Tier-2-handle — exactly the terminal classification the original gate permits.
  • AZ-687 itself is the regression fix for AC-5; once 2026-05-19_az687_tier2_run.txt lands and clears AC-687-3, both AZ-624 AC-5 and AZ-687 AC-687-3 close simultaneously.

State: Step 7 (Implement) → completed. Auto-chain to Step 8 (Code Testability Revision) per the greenfield Auto-Chain Rules.

The two Tier-2-evidence-pending blockers (AZ-624 AC-5, AZ-687 AC-687-3) are tracked outside the autodev's batch loop in this addendum and in _docs/02_tasks/done/'s task spec metadata; if either evidence file fails to materialize before Step 16 (Deploy), the deploy gate will reject the binary and the flow will rewind to Step 7 (Implement) with a fresh remediation batch. The same rewind escape hatch applies to AZ-592 / AZ-593 if their Tier-2 prerequisites unblock during a later cycle.

End of report.