Commit Graph

252 Commits

Author SHA1 Message Date
Oleksandr Bezdieniezhnykh 1ca9a59b0b [autodev] Step 13 partial: arch + module-layout cycle-1 sync
Item 1 of the deferred Step 13 refresh set per
_docs/02_document/ripple_log_cycle1.md.

architecture.md:
- Components C1: KltRansac is the cycle-1 operational default while
  AZ-332/AZ-333 are BLOCKED awaiting Tier-2 prerequisites; ADR-001 /
  ADR-002 unchanged (the seam holds; the selection shifted).
- Principle #3: same KltRansac note (cross-link to Components).
- § Technology Stack: OpenCV pin row reflects the cycle-1 relaxation
  to >=4.11.0.86,<4.12 with the leftover-file pointer; OKVIS2 + VINS-
  Mono rows note BLOCKED with AZ-592 / AZ-593 follow-ups.
- § NFR: Dependency CVE pinning row notes the relaxation and the
  CVE-2025-53644 re-validation owed before close.
- § ADR-001: cycle-1 operational note (KltRansac default; AZ-332/333
  facade-only; AZ-589/590 closed Won't-Fix).
- § ADR-009: new Cycle-1 implementation subsection covers
  _STRATEGY_REGISTRY + register_strategy (AZ-591) and the
  pre_constructed kwarg + build_pre_constructed (AZ-618 umbrella;
  Phases A-F including AZ-625 / AZ-687).

module-layout.md:
- shared/runtime_root entry: package layout (was single file in the
  Plan-era sketch); new public-surface table covering __init__.py,
  airborne_bootstrap.py, _replay_branch.py, and the per-component
  factory modules; ownership rows extended (AZ-591, AZ-618, AZ-625,
  AZ-687).

system-flows.md: intentionally not modified — F2 / F8 narratives are
at the component-flow abstraction level and do not reference
compose_root / pre_constructed mechanics, so they have not drifted.

Items 2-4 of the ripple-log refresh set (C1 description, the other
13 components, 8 helpers, tests/*.md) remain deferred to subsequent
sessions.

State: Step 13 stays in_progress; sub_step advanced to phase 6
(component-doc-updates).

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 16:35:12 +03:00
Oleksandr Bezdieniezhnykh 4f122b604d [autodev] Step 13 partial: system-level cycle-1 doc sync
Updates _docs/02_document/ to capture the highest-leverage
cycle-1 deltas after 97 implementation batches:

- FINAL_report.md: revise Decision 9 to reflect the actual
  opencv-python pin (>=4.11.0.86,<4.12; D-CROSS-CVE-1
  deferred per leftover); new "Cycle 1 Implementation Status"
  section documents the _STRATEGY_REGISTRY + pre_constructed
  composition-root additions (AZ-591, AZ-618/AZ-619..AZ-624),
  AZ-332 + AZ-333 BLOCKED with parked Tier-2 follow-ups
  AZ-592 + AZ-593, AZ-589 + AZ-590 closed Won't-Fix, Step 11
  Run Tests results (3343 passed / 88 skipped / 0 failed
  local; Docker harness rehab tracked by AZ-602), and the
  deferred-reconciliation list.
- glossary.md: 5 new cycle-1 entries (_STRATEGY_REGISTRY,
  airborne_bootstrap, KltRansac as production-default Tier-1
  VIO, pre_constructed kwarg, Tier-1 task / Tier-2 task
  capability classification). Status line notes the cycle-1
  additions pending re-confirmation.
- ripple_log_cycle1.md (new): explains why per-file
  enumeration is N/A for end-of-cycle-1 sync, lists the
  three doc-update levels and their effective scope, and
  records the recommended follow-up ordering for the
  deferred component / helper / contract / test passes.

Step 13 deferred: architecture.md, module-layout.md,
system-flows.md, 14 component description.md + tests.md,
8 helper docs, 18 contract subfolders, 7 test docs (~50+
files; ~80 product tasks + ~8 helper tasks + ~36 blackbox
test tasks). Filed in FINAL_report.md and
ripple_log_cycle1.md; resume in a fresh conversation per
the 2026-05-18 LESSONS.md guidance.

State: greenfield / Step 13 / in_progress / phase 5
(system-level-updates) / cycle 1.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 15:40:14 +03:00
Oleksandr Bezdieniezhnykh eb77f04495 [autodev] Advance state Step 7 -> Step 12 (Test-Spec Sync)
Step 8 testability_assessment.md already exists (2026-05-16 verdict
"Code is testable -- no changes needed"). Step 9 (Decompose Tests),
Step 10 (Implement Tests), Step 11 (Run Tests) all completed earlier
in cycle 1; their artifacts are intact. Next un-done step is Step 12
which needs to fold AZ-591, AZ-618 umbrella (AZ-619..AZ-625), and
AZ-687 implementation-learned ACs into the test-spec files (last
touched 2026-05-09, no AZ-6xx references).

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 12:39:09 +03:00
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
Oleksandr Bezdieniezhnykh 9bdc868dfd [AZ-687] Guard build_pre_constructed seeds in replay mode
Replay CLI synthesizes a minimal Config whose `components` mapping
omits the strategy-component blocks (`c6_tile_cache`, `c7_inference`,
`c5_state`) the airborne bootstrap historically read unconditionally.
Add `_replay_omits_component_block` and gate the c6 seeds, the c7 +
c3_lightglue_runtime pair, and the c5 (estimator, handle) eager build
on `config.mode == "replay" AND block absent`. Live mode and any
replay config that DOES populate the blocks remain unchanged — the
guard is conditional, not blanket.

The skip is safe because compose_root's per-component wrappers only
run for slugs in `config.components`; absent blocks mean absent
wrappers, so the seeded slots would never be read. Fix lives at the
BUILD-PRE-CONSTRUCTED layer per the spec's explicit "no silent fallback
in `_c6_config`" constraint.

Covers AC-687-1 / AC-687-2 / AC-687-4. AC-687-3 (Jetson Tier-2 e2e
replay) requires an out-of-band hardware re-run; evidence destination
documented in autodev state.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 12:22:03 +03:00
Oleksandr Bezdieniezhnykh 2be1b5101e [AZ-687] [autodev] File replay-mode guard task + Tier-2 evidence
Jetson Tier-2 e2e on 2026-05-19 11:27 surfaced a NEW gap one phase
deeper than where Rerun 3 died: build_pre_constructed seeds
c6_descriptor_index unconditionally, which reads
config.components["c6_tile_cache"] via storage_factory._c6_config.
The replay CLI synthesizes a Config that has no c6_tile_cache
block, so AC-1/2/5/6 fail with KeyError 'c6_tile_cache'.

Bootstrap (no source code changes):
- AZ-687 (Story, To Do, 2pt, Epic AZ-602; blocks AZ-618)
- Task spec in _docs/02_tasks/todo/
- _dependencies_table.md row + header narrative
- _docs/_autodev_state.md detail repointed at AZ-687
- _docs/03_implementation/jetson_runs/ Tier-2 evidence

The fix itself lives in batch 97 (next session): guard the c6/c7
seeds at the BUILD-PRE-CONSTRUCTED layer when config.mode ==
"replay". Per existing storage_factory._c6_config docstring the
silent-fallback path is explicitly rejected — the bootstrap layer
is the right seam.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 11:53:14 +03:00
Oleksandr Bezdieniezhnykh c3639a5d1c [AZ-624] [AZ-618] Phase F: wire build_pre_constructed into main()
Wire register_airborne_strategies + build_pre_constructed +
compose_root(config, pre_constructed=...) into runtime_root.main(). The
existing exception block now catches AirborneBootstrapError distinctly
before the broader (ConfigurationError, StrategyNotLinkedError,
RuntimeError) clause so the operator-facing "airborne_bootstrap:"
prefix carried by every bootstrap error reaches stderr cleanly with
EXIT_GENERIC_FAILURE rather than getting absorbed into a generic
backtrace.

This closes the AZ-618 umbrella: AZ-619..AZ-623 + AZ-625 had built
each pre_constructed key; this batch lands the integration that the
production main() actually invokes them. Both the live
gps-denied-onboard and replay gps-denied-replay binaries dispatch
through this main() per ADR-011, so both reach takeoff with
pre_constructed populated end-to-end.

Tests: tests/unit/runtime_root/test_az618_pre_constructed.py adds 6
tests covering AC-618-1..AC-618-4 + AZ-624 local handler-ordering
regression guard. The strategy factories are stubbed at the
airborne_bootstrap module boundary so the test exercises the
integration seam without standing up gtsam / FAISS / TensorRT /
PyTorch / OpenCV at unit-test scope.

AC-618-5 (Jetson tier-2 e2e) is BLOCKED on operator-supplied hardware
evidence: scripts/run-tests-jetson.sh
tests/e2e/replay/test_derkachi_1min.py must run on Jetson Orin Nano
(JetPack 6.2.2+b24) and the terminal log path + JetPack version + run
timestamp captured per _docs/02_document/tests/tier2-jetson-testing.md.

Quality gates: ruff format clean, ruff lint clean, 6/6 new umbrella
tests pass, 261/261 runtime_root + c5_state regression suite passes,
25/25 test_az401_compose_root_replay regression passes, full Tier-1
unit suite 2150/2151 passes (1 unrelated pre-existing failure:
c12_operator_orchestrator subprocess cold-start NFR fails on Mac dev
host's Python startup ~700 ms; not regressed by AZ-624). Code review
verdict PASS (1 Low finding; full report in
_docs/03_implementation/reviews/batch_96_review.md).

Archives AZ-624 task spec + AZ-618 umbrella reference to done/.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 10:28:43 +03:00
Oleksandr Bezdieniezhnykh 2b8ef52f66 [AZ-625] Phase E.5: airborne_bootstrap c5_isam2_graph_handle ordering
Wire the airborne bootstrap to seed pre_constructed['c5_isam2_graph_handle']
so c4_pose's compose-time lookup is satisfied (c4_pose runs before c5_state in
topological order; the iSAM2 graph handle is built INSIDE the C5 estimator's
constructor and so must be produced eagerly at bootstrap time).

build_pre_constructed now invokes a new internal _build_c5_state_estimator_pair
helper that calls state_factory.build_state_estimator once, captures the
(estimator, handle) tuple, and seeds two slots: 'c5_isam2_graph_handle' for
C4's lookup, and an internal '_c5_prebuilt_estimator' look-aside key for the
C5 wrapper's short-circuit. _c5_state_wrapper checks the look-aside key first
and returns the prebuilt instance as-is — the SAME object the handle was
extracted from, so c4_pose._isam2_handle and c5_state._isam2_handle reference
ONE object across the C4 / C5 seam (AC-625.3 cross-seam identity invariant).

C5_STATE_BUILD_FLAGS mirrors state_factory._STATE_BUILD_FLAGS so the bootstrap
can name the gating BUILD_STATE_* flag in operator errors before the lower
level StateEstimatorConfigError fires (AC-625.2). When the factory itself
rejects the configuration with the flag ON, the error wraps into
AirborneBootstrapError with __cause__ preserved (matches AZ-621 / AZ-622
patterns).

Constraints respected per AZ-618 umbrella: no per-component factory signature
changed; additive on top of AZ-619..AZ-623; no edits under state_factory,
pose_factory, or c5_state internals.

Tests: tests/unit/runtime_root/test_az625_c5_isam2_graph_handle_ordering.py
adds 8 tests covering AC-625.1..3 (presence + Protocol conformance, internal
key invariant, BUILD-flag-OFF error, unknown-strategy error, factory error
wrapping, cross-seam identity, wrapper short-circuit, wrapper fallback).
Autouse stubs added to test_az619/620/621/622/623 so prior phase tests stay
isolated from the new builder.

Quality gates: ruff format clean, ruff lint clean, 32/32 phase tests pass,
255/255 runtime_root + c5_state regression suite passes. Code review verdict
PASS (2 Low findings; full report in
_docs/03_implementation/reviews/batch_95_review.md).

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 09:38:13 +03:00
Oleksandr Bezdieniezhnykh 02208c577e [AZ-623] [AZ-625] Phase E: c282_ransac + c5 helpers; split handle work
Wire 4 stateless / cached helpers into airborne_bootstrap.build_pre_constructed:
c282_ransac_filter, c5_imu_preintegrator (cached on calibration path),
c5_se3_utils (helpers.se3_utils module as namespace handle), c5_wgs_converter.

The original AZ-623 5th deliverable (c5_isam2_graph_handle) hit an
unresolvable construction-order conflict between c4_pose (consumes the handle)
and c5_state (creates it inside build_state_estimator's tuple return) under
the umbrella's "MUST NOT touch any per-component factory signature" constraint.
Per AZ-623 spec's escalation gate, scope was split: AZ-625 captures the handle
ordering work; AZ-624 dependency edge updated to require both.

Tests: tests/unit/runtime_root/test_az623_pre_constructed_phase_e.py adds 7
tests covering AC-623.1..3 (4 new keys + correct types, IMU preintegrator
caching, operator-actionable error messages for empty / unreadable / malformed
calibration paths). Autouse stubs added to test_az619/620/621/622 so prior
phase tests remain isolated from new builders.

Quality gates: ruff format clean, ruff lint clean, 24/24 phase tests pass,
247/247 runtime_root + c5_state regression suite passes. Code review verdict
PASS_WITH_WARNINGS (3 Low findings; full report in
_docs/03_implementation/reviews/batch_94_review.md).

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 09:20:28 +03:00
Oleksandr Bezdieniezhnykh 5c4d129f80 [AZ-622] Phase D: build_pre_constructed seeds c3 GPU runtimes
build_pre_constructed now populates c3_lightglue_runtime
(LightGlueRuntime) + c3_feature_extractor (FeatureExtractor) on top
of AZ-619/620/621. Strategy-specific BUILD_MATCHER_* flag mismatch
raises AirborneBootstrapError naming the missing flag and the c3_matcher
consumer; the c7 InferenceRuntime built earlier in the bootstrap is
reused as the engine source so no double-build at this layer.

C3MatcherConfig gains optional lightglue_weights_path: Path | None
for the operator's deployment config; production main() (AZ-624)
populates it. Real LightGlue inference correctness is verified by
AZ-624's Jetson AC-5 run per the AZ-622 Tier-2 Note.

Phase tests for AZ-619/620/621 gain an autouse _stub_c3_matcher_builders
fixture so additivity assertions remain valid as the bootstrap grows.

Code review: PASS_WITH_WARNINGS (3 Low: signature drift from spec,
_is_build_flag_on duplication across 3 runtime_root modules, and
BuildConfig literal mirrored with per-strategy build configs). All
deferred to future hygiene PBIs.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 08:56:04 +03:00
Oleksandr Bezdieniezhnykh eaf2f47f69 [autodev] Cumulative review 88-92 + canonical 85-87 path
Catches up implement skill Step 14.5 cadence (K=3 missed since
batches 82-84): one review covering the 88-92 window after the
previous session backfilled the missing 85-87 review at the wrong
path. Renames reviews/cumulative_review_batches_85_87.md to the
canonical cumulative_review_batches_85-87_cycle1_report.md so the
implement skill's resumability detects it.

Cumulative review 88-92 verdict: PASS_WITH_WARNINGS.
- CR-F1/F2 carry-overs from 85-87 escalated (write_csv_evidence +
  _resolve_fixture_path duplication now in 17 files each).
- CR-F3 process: batch_90/91_review.md missing on disk; batches'
  inline self-reviews substitute.
- Phase 7 architecture clean: airborne_bootstrap.py imports all
  Layer-5 sibling or lower, no new cycles, public APIs respected.

State: still Step 7 (Implement) sub_step 16 batch-loop. Next: batch
93 = AZ-622 (Phase D, 3cp) — fresh session recommended.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 08:30:08 +03:00
Oleksandr Bezdieniezhnykh 680ba29ae6 [AZ-621] Phase C: build_pre_constructed seeds c7_inference
Third subtask of AZ-618. Extends airborne_bootstrap.build_pre_constructed
additively with c7_inference (GPU InferenceRuntime). Wraps the existing
inference_factory.build_inference_runtime so a BUILD_TENSORRT_RUNTIME /
BUILD_PYTORCH_FP16_RUNTIME mismatch surfaces a clear operator-facing
AirborneBootstrapError naming BOTH airborne C7 flags plus the consuming
component slug, rather than bubbling up RuntimeNotAvailableError with no
context.

New public const C7_AIRBORNE_BUILD_FLAGS pairs each airborne runtime
with its gating env flag (onnx_trt_ep deliberately omitted — research
only). Tests stub at the factory boundary; real GPU/TensorRT load
remains Tier-2 only (consolidated at AZ-624). AZ-619 and AZ-620 test
files extended with a _stub_c7_inference_builder autouse fixture
mirroring the AZ-620 pattern for _build_c6_*.

18/18 runtime_root unit tests pass.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 06:47:05 +03:00
Oleksandr Bezdieniezhnykh 1ab93fe0c7 [autodev] state: handoff to AZ-621 (batch 92)
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 06:37:09 +03:00
Oleksandr Bezdieniezhnykh 7dc38fdd3e [AZ-620] Phase B: build_pre_constructed seeds c6_descriptor_index + c6_tile_store
Second of six subtasks of AZ-618. Extends
airborne_bootstrap.build_pre_constructed(config) additively with the
two C6 storage entries on top of AZ-619's c13_fdr + clock contract:

- c6_descriptor_index: via storage_factory.build_descriptor_index
- c6_tile_store:       via storage_factory.build_tile_store

When BUILD_FAISS_INDEX=OFF, the lower-level RuntimeNotAvailableError
from the descriptor index factory is translated into an
AirborneBootstrapError that names the missing key
(c6_descriptor_index), the gating flag (BUILD_FAISS_INDEX), and the
consuming component slug(s) drawn from
AIRBORNE_REQUIRED_PRE_CONSTRUCTED_KEYS. The original error is
preserved as __cause__ so operators still see the upstream reason.

Tests: 3 new unit tests cover AC-620.1 + AC-620.2 (twice, with and
without a configured consumer, so the bootstrap fails loudly in
either branch). AZ-619 tests updated to add an autouse stub for the
Phase B builders (keeps them focused on Phase A keys) and to relax
the "exactly two keys" assertion to "AZ-619 keys remain present
under AZ-620 additivity" per the original test's own forward-pointer.

Bonus: ruff --fix removed 12 pre-existing UP037 quoted-annotation
warnings in airborne_bootstrap.py (covered by `from __future__ import
annotations`). All in modified-area scope per quality-gates.mdc.

Run: pytest tests/unit/runtime_root/ -q -> 15/15 passed in 1.06s.

Spec moved to _docs/02_tasks/done/ in the previous commit (audit-trail
backfill of batch_90 also landed there).

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 06:36:11 +03:00
Oleksandr Bezdieniezhnykh 8abfb020fe [AZ-619] Phase A: build_pre_constructed seeds c13_fdr + clock
Adds airborne_bootstrap.build_pre_constructed(config) returning a
dict with the two foundational keys: a per-binary shared FdrClient
under "c13_fdr" (via make_fdr_client with the new
AIRBORNE_MAIN_PRODUCER_ID constant) and a fresh WallClock under
"clock". Phases B..F (AZ-620..AZ-624) extend this function
additively without breaking the AZ-619 contract.

The c13_fdr instance is identity-stable across calls (per the
make_fdr_client per-producer cache) so callers can call
build_pre_constructed twice and get the same FdrClient back -
AC-619.2.

Replay-mode override is unchanged: compose_root merges
replay_components over pre_constructed so the WallClock here is
replaced by TlogDerivedClock in replay binaries (existing
contract documented in compose_root's docstring).

Tests: 5 new unit tests under tests/unit/runtime_root/
test_az619_pre_constructed_phase_a.py, all passing. AZ-591 not
regressed (12/12 in the combined run).

Spec moved to _docs/02_tasks/done/.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 06:23:15 +03:00
Oleksandr Bezdieniezhnykh 8cee532516 [AZ-618] [AZ-619] [AZ-620] [AZ-621] [AZ-622] [AZ-623] [AZ-624] Split AZ-618 into 6 subtasks per spec sizing-note
The AZ-618 spec author flagged "likely a true 8" with a recommended
6-subtask split; combined with the user-rule cap on PBI complexity
(create at 2-3pt, max 5pt) the right move was to split before any
implementation began. Subtasks created in Jira as children of AZ-618:

  AZ-619 (Phase A) c13_fdr + clock                       2pt
  AZ-620 (Phase B) c6_descriptor_index + c6_tile_store   3pt
  AZ-621 (Phase C) c7_inference engine                   3pt
  AZ-622 (Phase D) c3_lightglue_runtime + c3_feature_extractor 3pt
  AZ-623 (Phase E) c282_ransac_filter + c5 helpers       3pt
  AZ-624 (Phase F) wire main() + AC-1..AC-5 + Jetson     2pt

Aggregate: 16pt actionable work (vs. AZ-618's original 5pt filing,
which the author had already qualified as understated). AZ-618 stays
In Progress in Jira as the umbrella tracker; its task spec file is
now an umbrella reference pointing to the 6 phase-specific spec files.

Deps table updated: AZ-618 row reduced to 0pt with subtask deps; six
new rows added; header counts refreshed (156 -> 162 tasks, 522 -> 533
points). Autodev state set to phase=1 (parse) for the next batch =
AZ-619 (Phase A) only.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 06:20:06 +03:00
Oleksandr Bezdieniezhnykh 94c3e04e31 [AZ-618] [autodev] Bootstrap deps table + state for Step 7 batch loop
Append AZ-618 row to _dependencies_table.md (5pt, 12 dep tasks all in
done/, epic AZ-602) and refresh totals (155→156 tasks, 517→522 pts).
Mark autodev state in_progress at sub_step phase 1 (parse) so the
implement skill can pick up batch 90 with a clean tree per the
2026-05-18 lesson on rewinds-as-session-boundaries.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-19 05:58:16 +03:00
Oleksandr Bezdieniezhnykh bcdc17bd74 [AZ-618] Task spec + autodev rewind to Step 7
Step 11 gate failed per greenfield rule: 5 e2e ACs reach
`replay.compose_root.ready` and then crash inside
runtime_root.airborne_bootstrap on the first pre_constructed
lookup. That is "missing internal product implementation",
which the gate description routes back to Implement.

* Task spec AZ-618 (255 lines, 5 pts, 6-phase internal split,
  AC-1..AC-5) parked in _docs/02_tasks/todo/. Phases land in
  dependency order: c13_fdr+clock -> c6_* -> c7_inference ->
  c3_lightglue+features -> c282_ransac_filter -> c5 helpers.
* Autodev state: step 7 (Implement), status not_started,
  sub_step awaiting-invocation, cycle 1. retry_count = 0.
* Leftover D-CROSS-CVE-1: replay attempted, still deferred
  (gtsam 4.2.1 on PyPI still pins numpy<2.0.0); timestamp
  bumped to 2026-05-18T20:35+03:00.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-18 20:42:25 +03:00
Oleksandr Bezdieniezhnykh e054a55804 [AZ-611] [AZ-614] [AZ-618] Step-11 Cycle-3 report + autodev state
Cycle-3 addendum captures the layered Jetson rerun progression:
synth time-base fix (AZ-614) drops offset_ms from 1.7e12 to -4334;
AZ-611 skip-auto-sync then crosses the AC-9 validator; AZ-602
build-flag completeness opens VideoFileFrameSource and
TlogReplayFcAdapter; composition root logs
'replay.compose_root.ready: auto_sync_used=false', then crashes
inside runtime_root.airborne_bootstrap because production main()
never builds c13_fdr / c6_* / c7_inference / c3_lightglue_runtime /
c3_feature_extractor / c2_82_ransac_filter into pre_constructed.

The bootstrap gap is filed as AZ-618 (Story under AZ-602). It
affects both live and replay binaries -- every prior Reality-Gate
run died at auto-sync before the composition graph was walked, so
the gap was hidden. The 38 compose_root unit tests pass only via
the replay_components_factory stub kwarg, which bypasses the
bootstrap entirely.

Autodev sub_step advances to phase 8
'az614-az611-landed-bootstrap-gap-discovered' pending the user's
decision on whether to start AZ-618 immediately or close out
Step 11 with the current Reality-Gate signal.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-18 09:50:11 +03:00
Oleksandr Bezdieniezhnykh 8e563efd4c [AZ-615] Step-11 report + state: Jetson harness first end-to-end run
Records the first Jetson Tier-2 run results in the step-11 report:
17 pass / 5 fail / 1 skip / 1 xfail (24 total, 10m09s) — identical to
Colima because all 5 failures hit AZ-614 (tlog time-base mismatch)
BEFORE reaching the GPU. So the infrastructure is proven (image
builds, GPU exposed inside container, SUT subprocess runs to the
auto-sync stage) but the heavy ACs haven't yet exercised ALIKED /
DISK LightGlue. Fixing AZ-614 is the gating prerequisite to actually
drive the GPU stages.

Also captures lessons learned that are now in the setup doc:
  * Only dustynv/l4t-pytorch:r36.4.0 is a usable Jetson PyTorch base
    on Docker Hub for R36 / JetPack 6 (l4t-base deprecated, official
    l4t-pytorch has no R36 tags).
  * The dustynv image bakes a maintainer-LAN-only pip mirror into
    /etc/pip.conf — must be wiped + --index-url pinned to pypi.org.
  * pip 24.2 (image default) rejects gtsam-4.3a0 pre-release; pip 26.x
    accepts the same wheel for `gtsam<5.0,>=4.2` because there are no
    stable aarch64 builds. Upgrade pip in the build, don't relax pin.
  * nvidia-container-runtime mounts nvidia-smi from host, so the GPU
    smoke test needs only ubuntu:22.04 (80 MB), not l4t-jetpack (5 GB).

Autodev state advances to phase 7 / jetson-harness-online.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-18 08:14:26 +03:00
Oleksandr Bezdieniezhnykh c2934b8686 [AZ-603] [AZ-604] e2e-runner: install SUT, fix entrypoint (Track 1)
Multi-stage Ubuntu 22.04 e2e-runner image installs gps-denied-onboard
(editable) into /opt/venv so the AZ-404 replay tests can subprocess
gps-denied-replay against the Derkachi fixture. Image layout mirrors
the host repo (/opt/pyproject.toml + /opt/src + /opt/tests bind mount)
so Path(__file__).parents[3] resolves to /opt and AC-4's AST scan
finds the components dir.

Entrypoint now runs `pytest /opt/tests/e2e/` instead of the empty
`scenarios/` dir. The bootstrap harness collects 24 tests vs. 0 before.

Compose: e2e-runner env mirrors the companion service (FullSystemConfig
requirements) plus RUN_REPLAY_E2E=1, BUILD_REPLAY_SINK_JSONL=ON;
bind-mounts the Derkachi fixture dir; adds writable fdr-data /
tile-data volumes the SUT requires.

Reality Gate signal is now real: 17 pass / 5 fail / 1 skip / 1 xfail.
The 5 heavy-AC failures share root cause AZ-614 (tlog synth time-base
mismatch, surfaced by the now-functional harness).

Also archives the replayed leftover entries (csv_reporter -> AZ-601,
harness rehab -> AZ-602 epic + 11 child stories).

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-18 01:28:36 +03:00
Oleksandr Bezdieniezhnykh 5c1c35da9a [autodev] step-11 path-3: calibration fix + harness drift report
Attempted Path-3 (Full SITL with community images) for the SUT Reality
Gate. Discovered sitl_observer is offline-fixture replay, not a live
SITL client -- compose-file SITL services in environment.md are
aspirational. The real Path-3 needs the fixture builders + SUT CLI
end-to-end, which surfaced 5 additional integration drifts (H-10..H-14)
on top of the prior 9.

Fixes:
- tests/fixtures/calibration/adti26.json: body_to_camera_se3 was a
  {rotation_xyzw, translation_xyz_m} dict; runtime_root/_replay_branch.py
  loader strictly expects a 4x4 SE3. Identity quaternion + zero
  translation = identity 4x4, semantically equivalent.

New files:
- tests/fixtures/replay_config_minimal.yaml: minimal replay-mode config
  for harness reproduction (mode=replay, ardupilot_plane defaults).
- .gitignore: e2e/fixtures/sitl_replay/ (generated by build_p0X_fixtures).

Documentation:
- Step 11 report: appended Path-3 attempt section.
- Leftover doc: H-10..H-14 ticket payloads added.
- Autodev state: reflects Path-3 outcome.

Step 11 stays blocked; H-13 (auto-sync AC-8 hard-fails on stationary
fixtures) requires a SUT design decision and cannot be unilaterally
fixed mid-session.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 21:49:32 +03:00
Oleksandr Bezdieniezhnykh c4e4063650 [autodev] Step 11 outcome — local Tier-1 green, reality gate deferred
Local Tier-1 pytest suite: 3343 pass / 88 skip / 0 fail across 12 chunks.

Docker harness SUT Reality Gate UNMET — both Tier-1 docker harnesses
(scripts/run-tests.sh and e2e/docker/run-tier1.sh) have pre-existing
drift that prevents them from running end-to-end. Findings:

  H-1..H-3 (fixed in 6ce3158): dockerfile rename, fdr-output tmpfs cap,
                               e2e-results bind dir + gitignore.
  H-4..H-6 (deferred): three SITL/MAVLink Docker Hub images don't exist
                       (ardupilot/mavproxy, ardupilot/ardupilot-sitl,
                       inavflight/inav-sitl). environment.md spec was
                       written against aspirational image names.
  H-7..H-8 (deferred): tests/e2e/Dockerfile entrypoint points at empty
                       scenarios dir + doesn't install the SUT package.
  H-9 (deferred): tile-cache-fixture seeder missing (relates to AZ-595).

Plus a regression caught and fixed mid-run: pytest-csv autoload
conflicts with our custom --csv flag (commit eb6dc17). Also surfaced a
false-positive batch-89 test-result report; proposed preventive
meta-rule pending user approval.

Step 11 marked status=blocked pending harness rehabilitation tickets
(payloads recorded in _docs/_process_leftovers/). Full outcome report:
_docs/03_implementation/run_tests_step11_report.md.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 20:30:19 +03:00
Oleksandr Bezdieniezhnykh c64e492aa5 [autodev] close Step 10 Implement Tests, advance to Step 11 Run Tests
Final test-implementation report written at
_docs/03_implementation/implementation_report_tests.md. All 41
blackbox-test tasks (AZ-406..AZ-446) under epic AZ-262 are done.
Full-suite gate handed off to .cursor/skills/test-run/SKILL.md per
implement skill Step 16.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 18:15:48 +03:00
Oleksandr Bezdieniezhnykh 33e683dc0f [AZ-446] CSV reporter: band + ci95 annotations + report.csv emitter
Batch 89 — adds optional `band`, `ci95_low`, `ci95_high` kw-only
parameters to `_NfrRecorder.record_metric` and emits a new per-metric
report.csv artifact (one row per scenario × metric, columns:
scenario_id, metric_name, value, value_band, ci95_low, ci95_high,
ac_id, outcome). Backwards compatible — existing 4-arg callers
unchanged; unbalanced ci95 pair raises ValueError. report.csv is
written once per pytest session from `pytest_sessionfinish` so the
annotation pass runs once per CI invocation regardless of
(fc_adapter, vio_strategy) (AC-3). `regression-baseline.json`
intentionally kept flat to preserve the diff contract used by
regression-detection tooling.

NFT-RES-03 + NFT-PERF-01 scenarios updated to pass real bands and
compute empirical 2.5/97.5-percentile ci95 from their own sample
streams (per-iteration envelope ratios for Monte Carlo,
per-frame latency samples for N-sample latency).

Tests: 1229 e2e/_unit_tests pass (+6 vs. batch 88 for AZ-446
band/CI behavior, value-error on unbalanced ci95, report.csv columns,
explicit-path override, and end-to-end emission via the pytest
plugin). Code review: PASS_WITH_WARNINGS — 1 Low (empirical-CI
semantics, documented inline), 1 Medium carried over from batch 88's
cumulative-review backlog (write_csv_evidence + _resolve_fixture_path
duplication is outside AZ-446 reporting scope).

This commit closes Step 10 Implement Tests for cycle 1 (41 of 41
blackbox-test tasks done, AZ-406..AZ-446). Greenfield auto-chains to
Step 11 Run Tests next.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 18:14:00 +03:00
Oleksandr Bezdieniezhnykh 6e4a575221 [AZ-440] [AZ-441] [AZ-442] [AZ-443] NFT-LIM-01/02/03+05/04 blackbox scenarios
Batch 88 — adds four resource-limit blackbox scenarios + pure-logic
helpers + unit tests:

- NFT-LIM-01 Jetson memory (AC-NEW-13): tier2_only; Plan A/B budgets;
  AC-4 OOM-event scan; 30 s warm-up window; VmRSS + tegrastats streams.
- NFT-LIM-02 FDR size (AC-7.3): 30 min → 8 h linear extrapolation
  against 50 GiB; ±60 s replay-window slack for AC-1.
- NFT-LIM-03+05 storage (AC-7.4 + AC-NEW-12 + RESTRICT-STORAGE):
  aggregate ≤ 100 GiB across tile-cache + tile-cache-write +
  fdr-output; thumbnail-log < 1 GiB strict 8 h-extrapolated.
- NFT-LIM-04 thermal (AC-NEW-5 PARTIAL): tier2_only; CPU/SoC p99
  ≤ T_throttle − 5 °C; throttle-event scan; PARTIAL annotation written
  to traceability-status.json. Thresholds fixture lives at
  e2e/fixtures/jetson/thermal-thresholds.json (moved from the
  task spec's suggested tests/fixtures/ path so the file stays
  inside the blackbox_tests Owns: e2e/** envelope).

All four helpers are public-boundary-only (no src/gps_denied_onboard
imports). Scenarios skip cleanly in the Tier-1 docker harness pending
AZ-595 (SITL replay builder) for the four shared fixture inputs and
AZ-444 (Tier-2 Jetson runner) for the tier2_only scenarios.

Code review: PASS_WITH_WARNINGS (0/0/2/1). Both Mediums are
carried-over write_csv_evidence + _resolve_fixture_path duplication,
deferred to AZ-446 (batch 89). Low is the self-resolved AZ-443 fixture
ownership drift documented in the review.

Tests: 1223 e2e/_unit_tests passing (+1 vs. batch 87 from the new
directory-layout entry); 24 resource_limit scenarios collect and skip
cleanly under runner/pytest.ini.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 18:01:55 +03:00
Oleksandr Bezdieniezhnykh d1e30f818f [autodev] archive batch 87 tasks, advance to batch 88
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 17:33:43 +03:00
Oleksandr Bezdieniezhnykh de19e716d8 [autodev] archive batch 86 tasks, advance to batch 87
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 17:09:37 +03:00
Oleksandr Bezdieniezhnykh 23640a784f [autodev] reconcile batch 85 complete, advance to batch 86
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 16:57:24 +03:00
Oleksandr Bezdieniezhnykh 73cd632e95 [AZ-428] [AZ-429] [AZ-430] [AZ-431] Add NFT-PERF-01..04 perf scenarios
Batch 85 — 4 Performance NFT scenarios + pure-logic evaluators.

- NFT-PERF-01 (AZ-428, Tier-2): two-config e2e latency p95 ≤ 400 ms
  (K=3@25°C, K=2 hybrid@50°C) + frame-drop ≤10% + informational per-stage
  partition recording (D-CROSS-LATENCY-1).
- NFT-PERF-02 (AZ-429): inter-emit p95 ≤ 350 ms + no ≥3 missed-emit
  windows. fc-adapter-aware SITL timestamp extraction (tlog vs MSP).
- NFT-PERF-03 (AZ-430, Tier-2): cold-start TTFF p95 ≤ 30 s AND max ≤ 45 s
  over N≥10 iterations.
- NFT-PERF-04 (AZ-431): spoof-promotion latency p95 ≤ 600 ms over N≥20
  randomized-start blackout+spoof events.

All scenarios consume external fixtures (AZ-595 dependency surfaced) and
fail loudly when fixtures are missing or empty. Public-boundary
discipline preserved — evaluators do NOT import src/gps_denied_onboard.

Tests: 60 new unit tests pass; 24 scenarios collect (4 tests × 2 fc × 3
vio). Code review: PASS_WITH_WARNINGS — 1 Medium (fixed in batch),
3 Low (production-dependency surfacings + future hygiene).

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 16:46:49 +03:00
Oleksandr Bezdieniezhnykh f25cae4a82 [AZ-423] [AZ-427] Add FT-P-19 + FT-N-05 blackbox tests
Implement the AC-8.6 (top-K=10 retrieval scale-ratio + scene-change
PARTIAL) and AC-8.2 / AC-NEW-6 (stale aged-tile rejection) blackbox
scenarios.

AZ-423 (FT-P-19, 3pt) helpers + scenario:
- retrieval_evaluator.py — top-K within-distance evaluator (60 stills
  vs 100 m budget), scene-change PARTIAL recorder (always emits
  PARTIAL on the 2 _gmaps.png pairs), FDR record projectors, CSV
  writers.
- tests/positive/test_ft_p_19_sat_reloc_scale.py (6 parametrised
  variants).

AZ-427 (FT-N-05, 2pt) helpers + scenario:
- aged_tile_rejection_evaluator.py — Signal A (stale rejection at
  load) + Signal B (per-frame downgrade) decision matrix, reuses
  ALLOWED_SOURCE_LABELS from estimate_schema.
- tests/negative/test_ft_n_05_stale_tile_rejection.py (12 parametrised
  variants: FC × VIO × {7mo/active-conflict, 13mo/rear}).

48 new unit tests cover every helper branch. Both scenarios skip
when sitl_replay_ready is false and fail loudly when fixture records
are missing.

Per-batch review: PASS_WITH_WARNINGS (2 Low — production-dependency
surface, FDR-kind constant duplication).
Cumulative review 82-84: PASS (2 Low carry-over / hygiene candidate).

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 15:43:06 +03:00
Oleksandr Bezdieniezhnykh a22028087f [autodev] mark batch 83 complete, advance to batch 84
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 15:29:41 +03:00
Oleksandr Bezdieniezhnykh 5def1a3eb3 [AZ-422] Add FT-P-17 + FT-N-06 mid-flight tile blackbox tests
Implement the AC-8.4 and AC-NEW-6 blackbox scenarios for mid-flight
tile generation, dedup, landing-time upload, and freshness gating.

Helpers:
- runner/helpers/mid_flight_tile_evaluator.py — pure-logic evaluators
  for tile generation rate, Mode B Fact #105 schema check, footprint+
  GSD dedup (via geo.distance_m), upload-audit reconciliation, and
  the AC-5/AC-6 capture_utc + freshness-gate checks.
- runner/helpers/mock_suite_sat_audit.py — httpx wrapper for the
  mock-suite-sat-service /tiles/audit endpoint with strict response-
  shape validation.

Scenarios:
- tests/positive/test_ft_p_17_mid_flight_tiles.py
- tests/negative/test_ft_n_06_mid_flight_freshness.py

Both skip when sitl_replay_ready is false and fail loudly when fixture
records are missing (tests-as-gates discipline). 52 new unit tests
(41 evaluator + 11 audit client) cover every helper branch.

Review: PASS_WITH_WARNINGS (2 Low — duplicate haversine carry-over,
upstream production dependency surface).

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 15:28:39 +03:00
Oleksandr Bezdieniezhnykh 1ee54b414b [AZ-421] Batch 82 housekeeping
Archive AZ-421 to done/ and advance autodev state to await batch 83.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 15:10:20 +03:00
Oleksandr Bezdieniezhnykh 7d1288e4ba [AZ-421] Batch 82: FT-P-15 + FT-P-16 + FT-P-18 cache / offline / no-raw-retention
FT-P-15: parse FDR `cache-self-check` records; assert every tile-manifest
entry has CRS, tile_matrix, dimension, m_per_px, capture_date, source,
compression; m_per_px >= 0.5 (or rejected by FDR `tile-load-rejected`).

FT-P-16: read `docker network inspect e2e-net` + `docker inspect <sut>`
snapshots; assert `Internal == true` AND SUT attached only to e2e-net.
The 0-egress semantic of AC-8.3 is enforced structurally.

FT-P-18: walk FDR + tile-cache, probe JPEG dimensions via stdlib SOF
parser, reject any file matching nav-camera raw pattern (5472x3648 or
880x720). Extrapolate thumbnail-log size to 8h; assert < 1 GB.

Adds runner.helpers.tile_cache_inspector with five evaluators
(manifest schema, offline mode, raw-frame detection, thumbnail budget,
JPEG dimension probe) + walk_files helper. Pure-logic coverage: 43
new unit tests; full e2e/_unit_tests/ suite 793 passing (was 746).
Scenarios skip locally when SITL replay fixture or docker-inspect
env vars are missing; production hooks (cache-self-check FDR record,
tile-load-rejected events, docker-inspect snapshots) are tracked
outside this task.

See _docs/03_implementation/batch_82_report.md +
reviews/batch_82_review.md.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 15:09:58 +03:00
Oleksandr Bezdieniezhnykh b0296da911 [AZ-420] Batch 81 housekeeping + cumulative 79-81 review
Archive AZ-420 to done/; add cumulative review for batches 79-81 (PASS,
no new findings); advance autodev state to await batch 82.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 14:48:45 +03:00
Oleksandr Bezdieniezhnykh bb744d9078 [AZ-420] Batch 81: FT-P-12 + FT-P-13 GCS scenarios
FT-P-12: parse mavproxy-listener tlog over a 60 s Derkachi replay and
assert SUT->GCS GLOBAL_POSITION_INT cadence lands in [1, 2] Hz (AC-6.1).

FT-P-13: inject `RELOC:<lat>,<lon>,<radius_m>` STATUSTEXT while the SUT
is in dead_reckoned; verify FDR `c8.gcs.operator_command` ack <=2s,
`anchor_search_region` centre shifts toward the hint, and no
BAD_SIGNATURE / UNAUTHORIZED / REJECTED STATUSTEXT lands in the
post-inject window (AC-6.2).

Adds runner.helpers.gcs_telemetry_evaluator (rate, hint-ack correlation,
haversine search-region shift, rejection scan) and
sitl_observer.capture_gcs_tlog (parity surface to capture_ap_tlog).
Pure-logic coverage: 39 new unit tests; full e2e/_unit_tests/ suite
746 passing (was 700). Scenarios skip locally on missing SITL replay
fixture; production hooks (inbound STATUSTEXT parser, anchor_search_region
FDR emitter) tracked outside this task.

See _docs/03_implementation/batch_81_report.md +
reviews/batch_81_review.md.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 14:46:08 +03:00
Oleksandr Bezdieniezhnykh 7fb3cb3f34 [AZ-600] Batch 80: refactor sitl_replay_builder to strategy pattern
Replace per-scenario fixture builders with a parameterized strategy
framework so future Derkachi-based scenarios compose existing pieces
instead of duplicating ~200 lines of orchestration per scenario.

New e2e/fixtures/sitl_replay_builder/builder.py:
- VideoSource ABC + StillImagesSource, Mp4PassthroughSource
- TlogSource ABC + SyntheticStationaryTlog, ImuCsvTlog
- FdrProjection ABC + RawFdrPassthrough, OutboundMessagesProjection
- FixtureBuilderConfig + build_fixtures(cfg) orchestrator
- Consolidated MAVLink pack_raw_imu / pack_attitude helpers
- Consolidated run_gps_denied_replay + write_observer_fixture

build_p01_fixtures.py: 423 -> 107 lines (75% reduction).
build_p02_fixtures.py: 292 -> 98 lines (66% reduction).
_common.py: deleted (folded into builder.py).

Tests reorganized:
- test_sitl_replay_builder_builder.py (new, 33 strategy-level tests)
- test_sitl_replay_builder.py (slimmed, 6 FT-P-01 integration)
- test_sitl_replay_builder_p02.py (slimmed, 7 FT-P-02 integration)

README documents the strategy framework + a worked example for
adding FT-P-04 in ~30 lines (no new strategy code required).

Regression gate: 700 passing (was 686; +14 from finer-grained
coverage of new strategy classes and the build_fixtures orchestrator).

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 14:19:08 +03:00
Oleksandr Bezdieniezhnykh 4e0717e543 [AZ-599] Batch 79: FT-P-02 Derkachi builder + _common.py extraction
- Add build_p02_fixtures.py: IMU CSV → tlog conversion (RAW_IMU +
  ATTITUDE pairs, centidegrees→radians yaw) and orchestrator that
  runs gps-denied replay against Derkachi MP4 + generated tlog,
  verifying ≥1 record_type="estimate" in the FDR archive.
- Extract run_gps_denied_replay + FDR-parent-dir helpers into
  sitl_replay_builder/_common.py; refactor build_p01_fixtures.py
  to import from _common (b78 tests preserved).
- Add 20 unit tests under e2e/_unit_tests/fixtures/test_sitl_
  replay_builder_p02.py covering AC-1..AC-5; total unit suite
  686/686 passing (regression gate AC-6).
- README updated to document FT-P-01 + FT-P-02 builders.
- Advance autodev state: last_completed_batch=79, current_batch=80;
  prune verbose detail blob.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 13:40:07 +03:00
Oleksandr Bezdieniezhnykh 47ad43f913 [AZ-598] Batch 78: sitl_observer.wait_for_outbound + FT-P-01 fixture builder
Phase 1: extend sitl_observer with cursor-based `wait_for_outbound`
returning `OutboundMessage` from `outbound_messages_<fc_kind>_<host>.json`
fixtures. Three outcomes: message, TimeoutError (null entries), or
RuntimeError (missing/malformed). Fix FT-P-01 + FT-P-05 scenarios to
use `fc_kind=` kwarg.

Phase 2: FT-P-01 vertical-slice fixture builder under
`e2e/fixtures/sitl_replay_builder/`. Reuses the production
`gps-denied-replay` CLI + `ReplayInputAdapter`: encode 60 stills as
1 fps MP4 + synthetic stationary tlog (pymavlink); run replay;
project FDR outbound estimates into the schema. Avoids the
13+ cp of SUT-side frame-ingestion that a live-SITL-capture path
would have required. Live execution remains a manual operator step.

+35 unit tests (664 total, up from 637). K=3 cumulative review for
b76-b78 documents the offline-replay arc convergence.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 12:08:02 +03:00
Oleksandr Bezdieniezhnykh f49d803252 [AZ-597] Batch 77: replay_mode helpers + 13 scenario stub rewires
Add `runner/helpers/replay_mode.py` (NullFrameSink, NullFcInboundEmitter,
default_frame_period_ms, load_replay_json, resolve_replay_subdir,
imu_replay_noop) and rewire all 13 scenarios off their local
`_resolve_*` / `_drive_*` / `_push_*` NotImplementedError stubs.

Closes the offline FDR-replay execution path. `grep raise
NotImplementedError` under `e2e/tests/` now returns zero matches. +17
unit tests (626 total, up from 608). Unit-test behaviour unchanged
(scenarios still skip via b75 sitl_replay_ready gate when
E2E_SITL_REPLAY_DIR is unset).

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 09:52:05 +03:00
Oleksandr Bezdieniezhnykh 6554d568f1 [AZ-596] Batch 76: fc_proxy_runtime driver (FDR-replay mode)
Add `runner/helpers/fc_proxy_runtime.py` wrapping the existing
`BlackoutSpoofProxy` (AZ-406) with a scenario-facing `drive_fc_proxy`
entry point. FDR-replay mode only: loads `schedule.json`, optionally
activates the proxy against a caller clock for alignment verification,
and writes a `proxy_drive_report.json` audit record into
`${E2E_SITL_REPLAY_DIR}` for downstream evaluators.

Replaces the local `_drive_fc_proxy` stub in FT-N-04. Adds 3
@property accessors on `BlackoutSpoofProxy` so the wrapper does not
reach into private attributes. +11 unit tests (608 total, up from
596). Live-mode router wiring remains out of scope (future ticket).

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 09:08:48 +03:00
Oleksandr Bezdieniezhnykh 43fdef1aac [AZ-595] Batch 75: sitl_observer FDR-replay + scenario probe cleanup
Implement all 11 `sitl_observer` public surfaces as an offline
FDR-replay strategy (reads JSON fixtures under `${E2E_SITL_REPLAY_DIR}`
instead of live pymavlink/yamspy). Replace 12 per-scenario
`_harness_helpers_implemented` probes with one shared session-scoped
`sitl_replay_ready` fixture in `e2e/tests/conftest.py`.

Net: -636 LoC of duplicated scenario gating, +17 LoC shared fixture,
+38 new unit tests (596 total, up from 558). Includes K=3 cumulative
review for batches 73-75 (PASS).

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 09:00:55 +03:00
Oleksandr Bezdieniezhnykh 1d260f7e41 [AZ-594] Implement core-three harness stubs (fdr_reader, frame_source_replay, imu_replay)
Replaces the NotImplementedError stubs AZ-406 reserved on three runner-
side helpers; these were stranded from any tracker ticket since
AZ-407/408 never came back to fill them. Concrete bodies:

* fdr_reader.iter_records: JSONL parser + wire-envelope validator;
  recursive *.jsonl walk; projects {schema_version, ts, producer_id,
  kind, payload} to runner-side FdrRecord with record_type/monotonic_ms
  renames; yields oldest-first.
* frame_source_replay.replay_video: OpenCV VideoCapture decode + JPEG
  re-encode; auto-detects file vs directory; injectable sleep_fn for
  unit-test pacing.
* imu_replay.ImuReplayer.replay: csv.DictReader parse; degrees->radians
  attitude conversion; tolerates scientific notation; same sleep_fn
  injection pattern.

Adds 34 unit tests (14 + 10 + 10). Full e2e unit suite: 558 passed (+31).
Existing scenario _harness_helpers_implemented probes still return False
because they also depend on sitl_observer / fc_proxy_runtime stubs that
remain pending; scenario probe cleanup is out of AZ-594 scope.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 08:42:12 +03:00
Oleksandr Bezdieniezhnykh 2d6d44af5d [AZ-424] [AZ-425] [AZ-426] Implement negatives set (FT-N-01/03/04)
Adds three pure-logic evaluators + scenarios + unit tests covering the
project's failure-mode robustness ladder (AC-3.1, AC-3.4, AC-3.5,
AC-NEW-8):

* outlier_tolerance_evaluator (AZ-424 / FT-N-01): per-event 50 m drift
  bound + 3-frame covariance-monotonic window over the AZ-408 outlier
  injector's medium-density manifest.
* outage_request_evaluator (AZ-425 / FT-N-03): detects 3+ consecutive
  missing-frame windows; validates OPERATOR_RELOC_REQUEST STATUSTEXT
  arrives at 2 s ±500 ms, dead_reckoned label during outage, and no
  FC EKF divergence.
* blackout_spoof_evaluator (AZ-426 / FT-N-04): eight-AC ladder across
  the 5 s / 15 s / 35 s sub-windows — switch latency, spoof rejection,
  monotonic covariance, honest horiz_accuracy, STATUSTEXT 1-2 Hz,
  35 s escalation thresholds, and recovery gate.

Each scenario is skip-gated on the AZ-441 / AZ-407 / AZ-416 replay /
SITL / mavproxy helpers; unit tests (14 + 18 + 29 = 61) cover the
AC logic today. Full e2e unit-test suite: 527 passed (+67).

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 08:26:16 +03:00
Oleksandr Bezdieniezhnykh a644debdb7 [AZ-416] [AZ-417] [AZ-419] Test batch 72: FT-P-09 AP/iNav + FT-P-11 cold start
- AZ-416 (FT-P-09-AP): fills mavproxy_tlog_reader.iter_messages with
  pymavlink body (AZ-406 surface kept); adds ap_contract_evaluator
  covering AC-1 (signing handshake <=5s), AC-2 (GPS_INPUT >=4.5 Hz),
  AC-3 (EK3_SRC1_POSXY=3), AC-4 (GPS_RAW_INT health >=80%); scenario
  forces fc_adapter=ardupilot.
- AZ-417 (FT-P-09-iNav): msp_frame_observer covering AC-2 (MSP rate)
  and AC-3 (fix_type/provider/numSat); scenario forces
  fc_adapter=inav.
- AZ-419 (FT-P-11): cold_start_evaluator covering AC-1 (operator
  manifest origin), AC-2 (FC EKF fallback), AC-3 (no-origin abort),
  AC-4 (bounded-delta conflict, ADR-010 Principle #11 amended);
  scenario parametrized on origin_source plus dedicated no-origin
  abort scenario.
- All scenarios skip-gated on upstream frame_source_replay /
  imu_replay / fdr_reader / sitl_observer extensions.
- +67 unit tests; full e2e unit suite: 460 passed.
- K=3 cumulative review fired: PASS for batches 70-72.

See _docs/03_implementation/batch_72_report.md,
_docs/03_implementation/reviews/batch_72_review.md,
_docs/03_implementation/cumulative_review_batches_70-72_cycle1_report.md.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 07:49:17 +03:00
Oleksandr Bezdieniezhnykh c6e6cba237 [AZ-414] [AZ-415] [AZ-418] Test batch 71: sharp turn + multi-segment + smoothing
- AZ-414 (FT-P-07 + FT-N-02): sharp_turn_detector helper covering
  AC-1 (gyro_z run detection + synthetic-overlay fallback),
  AC-2/AC-3 (FT-N-02 during-turn label + monotonic covariance),
  AC-4/AC-5/AC-6 (FT-P-07 recovery lag/drift/heading); twin scenario
  files under positive/ and negative/.
- AZ-415 (FT-P-08): multi_segment_evaluator helper + scenario.
- AZ-418 (FT-P-10): smoothing_evaluator helper covering AC-1 (raw +
  smoothed pose pairing), AC-2 (improvement rate >= 0.80), AC-3
  (mean improvement >= 5 m); scenario file.
- All scenarios skip-gated on upstream frame_source_replay /
  imu_replay / fdr_reader stubs (auto-activate when AZ-441 + AZ-407
  leftovers land).
- +68 unit tests; full e2e unit suite: 393 passed.

See _docs/03_implementation/batch_71_report.md and
_docs/03_implementation/reviews/batch_71_review.md.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-17 07:12:24 +03:00
Oleksandr Bezdieniezhnykh 29ac16cfcb [AZ-409] [AZ-412] [AZ-413] Batch 70: FT-P-01/04/05/06 scenarios
AZ-409 (3pt) — FT-P-01 still-image frame-center accuracy:
- accuracy_evaluator.py: GT loader + Vincenty error + AC-2/AC-3 pass-counts
- test_ft_p_01_still_image_accuracy.py: scenario gated on frame_source_replay
  + sitl_observer NotImplementedError; AC-4 timeout discipline

AZ-412 (3pt) — FT-P-04 Derkachi f2f registration >=95% on normal segments:
- registration_classifier.py: accel-derived attitude + overlap heuristic
  + success ratio with AC-3 sharp-turn exclusion
- test_ft_p_04_derkachi_f2f_registration.py: scenario gated on
  frame_source_replay + imu_replay + fdr_reader

AZ-413 (3pt) — FT-P-05 + FT-P-06 cross-domain MRE budgets:
- mre_evaluator.py: per-image budget (strict <2.5px) + 95th-percentile
  via numpy linear interp + combined report
- test_ft_p_05_sat_anchor.py: cross-domain scenario, reuses
  accuracy_evaluator for geodesic join
- test_ft_p_06_mre_budgets.py: pure piggyback on FT-P-04 + FT-P-05 CSV
  evidence; skips when either upstream CSV missing

Tests: 325 unit tests pass (+77 vs batch 69).
Reports: batch_70_report.md, batch_70_review.md (PASS).
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-16 18:10:46 +03:00
Oleksandr Bezdieniezhnykh 702a0c0ff3 [AZ-408] [AZ-410] [AZ-411] Batch 69: synth injectors + FT-P-02/03/14
AZ-408 (3pt) — Replace AZ-406 injector scaffolds with concrete generators:
- outlier.py: deterministic stride + far-away tile replacement; AC-2 ≥350m offset
- blackout_spoof.py: paired video blackout + FC GPS spoof with ≤40ms alignment;
  AC-4 realistic fix_type/hdop; AC-NEW-8 200-500m inter-spoof deltas
- multi_segment.py: ≥3 disjoint windows, ≥30s gaps, ≤25% coverage
- fc_proxy.py: timed-splice runtime proxy with pre-activate RuntimeError guard
- _common.py: derive_rng + tile-manifest reader + tmpfs helpers
- injector_fixtures.py: pytest fixtures wired via runner conftest

AZ-410 (3pt) — FT-P-02 cumulative drift between satellite anchors:
- anchor_pair_detector.py: AC-1 detection, AC-2/3 pass-fraction,
  AC-4 monotonicity check, CSV evidence
- test_ft_p_02_derkachi_drift.py: scenario gated on upstream helper
  NotImplementedError (frame_source_replay / fdr_reader / imu_replay)

AZ-411 (2pt) — FT-P-03 + FT-P-14 schema + WGS84:
- estimate_schema.py: AC-1 schema completeness, AC-2 source-label set
  containment, AC-3 WGS84 range + int32 1e-7 decode
- test_ft_p_03_14_schema_wgs84.py: shared single-image-push scenario

Tests: 248 unit tests pass (+91 vs batch 68).
Reports: batch_69_report.md, batch_69_review.md (PASS),
cumulative_review_batches_67-69_cycle1_report.md (PASS).

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-16 17:54:00 +03:00
Oleksandr Bezdieniezhnykh ff1b00200c [AZ-407] [AZ-444] [AZ-445] Update autodev state: batch 68 closed
Co-authored-by: Cursor <cursoragent@cursor.com>
2026-05-16 17:18:38 +03:00