# Step 11 — Run Tests (Cycle 1)

## TL;DR

- **Local Tier-1 pytest suite: 3343 passed / 88 skipped / 0 failed** (after the
  `--csv` collision fix landed in `eb6dc17`).
- **Docker Tier-1 SUT Reality Gate: NOT MET.** Both docker harnesses (top-level
  `scripts/run-tests.sh` and the fuller `e2e/docker/run-tier1.sh`) have
  pre-existing drift that prevents them from running end-to-end. None of the
  drift was caused by Step 10 work — the harnesses had simply never been
  bench-tested.
- **Recommendation**: open a single epic to rehabilitate the e2e docker harness
  (or two, splitting bootstrap vs. full blackbox); resume Step 11 reality-gate
  verification once at least the bootstrap harness can run `tests/e2e/replay/`
  with `RUN_REPLAY_E2E=1`.

## Local Tier-1 results

Run on 2026-05-17 against `dev` HEAD `c64e492`, then `eb6dc17` after the
csv_reporter fix. Split into 12 logical chunks per the human directive to avoid
a monolithic 3.4k-test run:

| # | Chunk | Pass | Skip | Fail |
|---|-------|-----:|-----:|-----:|
| C1 | `tests/contract` + 6× cross-cutting | 87 | 0 | 0 |
| C2 | `c2_5_rerank + c4_pose + c13_fdr + c11_tile_manager + c3_5_adhop` | 262 | 0 | 0 |
| C3 | `c3_matcher + c10_provisioning` | 170 | 3 | 0 |
| C4 | `c1_vio` | 148 | 6 | 0 |
| C5 | `c12_operator_orchestrator` | 151 | 2 | 0 |
| C6 | `c7_inference` | 139 | 17 | 0 |
| C7 | `c6_tile_cache` | 126 | 57 | 0 |
| C8 | `c8_fc_adapter` | 212 | 1 | 0 |
| C9 | `c5_state` | 216 | 0 | 0 |
| C10 | `c2_vpr` | 230 | 0 | 0 |
| C11 | `tests/unit/test_*.py` root-level | 373 | 2 | 0 |
| C12 | `e2e/_unit_tests` (after fix) | 1229 | 0 | 0 |
| | **TOTAL** | **3343** | **88** | **0** |

### Skip classification (88 total)

| Reason | Count | Verdict |
|--------|------:|---------|
| Tier-2-only (`GPS_DENIED_TIER=2`) — Jetson Orin Nano Super hardware | 14 | legitimate |
| CUDA / NVIDIA GPU not present on macOS dev host | 8 | legitimate |
| TensorRT python binding not installed (Tier-2 Jetson only) | 6 | legitimate |
| Requires Docker compose services (postgres / mock-sat) | 57 | borderline — covered by docker harness when it runs |
| Console scripts not on PATH (`pip install -e .` would fix) | 3 | borderline — env-conditional |
| `actionlint` not on PATH (CI lint job installs separately) | 1 | borderline — env-conditional |
| Other (empty parametrize, doc-gated replay e2e) | 2 | legitimate |

The 57 "Requires Docker compose services" skips are the largest illegitimate-per-skill cluster. They become covered the moment any docker harness runs end-to-end against postgres + mock-sat. Until then, they remain.

## C12 regression that surfaced during this run

`e2e/_unit_tests/reporting/test_csv_reporter.py::test_csv_plugin_emits_required_columns` and two sibling tests in `test_nfr_recorder.py` failed with:

```
argparse.ArgumentError: argument --csv: conflicting option string: --csv
```

inside subprocess-spawned pytest invocations. Root cause: `pytest-csv 3.0.0` was listed in `e2e/runner/requirements.txt` and auto-loaded via entry-point, conflicting with our custom `--csv` flag from `e2e/runner/reporting/csv_reporter.py`. The conftest comment claimed our plugin "overrides" pytest-csv, but pytest's option registry does not allow overrides — it raises on conflict. `pytest-csv` is also incompatible with pytest 9.x (uses removed `hookwrapper` marker). Our code never `import pytest_csv` — the dep was dead weight.

**Fix** landed in commit `eb6dc17 [autodev] fix csv_reporter --csv collision with pytest-csv`:

- Removed `pytest-csv` from `e2e/runner/requirements.txt`.
- Updated docstrings/comments in `csv_reporter.py` and `conftest.py`.
- Uninstalled `pytest-csv` from the local environment.

After the fix the full C12 suite reports `1229 passed in 145.93s`.

### Secondary finding — false-positive batch report

`_docs/03_implementation/batch_89_cycle1_report.md` claimed "Full e2e unit-test suite: **1229 passed in 134 s**". That number was reported without an actual verifying invocation. The 3 reporting subprocess tests have been broken since `pytest-csv` was installed locally, but the batch report didn't catch it.

Proposed preventive rule (pending user approval, per `meta-rule.mdc` Self-Improvement): *"Before writing 'Test Results: X passed' in a batch report, the same shell invocation that produced X must appear in the assistant transcript with the exit code visible."* Will be added to `meta-rule.mdc` if approved.

## Docker harness — findings

| ID | Severity | Description | Status |
|----|----------|-------------|--------|
| H-1 | medium | `e2e/docker/docker-compose.test.yml` referenced `docker/Dockerfile`; actual file is `docker/companion-tier1.Dockerfile` | **fixed** in `6ce3158` |
| H-2 | medium | `fdr-output` volume declared `tmpfs size=64g`; host Docker has 3.8 GiB | **fixed** in `6ce3158` (plain named volume; SUT enforces cap internally per NFT-LIM-02) |
| H-3 | low | `e2e-results/` bind dir missing at repo root | **fixed** in `6ce3158` (mkdir + .gitignore) |
| H-4 | blocker | `ardupilot/mavproxy:latest` image MISSING from Docker Hub | **deferred** — see "Harness rehabilitation" below |
| H-5 | blocker | `ardupilot/ardupilot-sitl:plane-stable` image MISSING from Docker Hub | **deferred** |
| H-6 | blocker | `inavflight/inav-sitl:9.0.0` image MISSING from Docker Hub | **deferred** |
| H-7 | blocker | Top-level `tests/e2e/Dockerfile` entrypoint is `pytest /opt/tests/e2e/scenarios` (empty dir); real tests are in `/opt/tests/e2e/replay/` | **deferred** |
| H-8 | blocker | Top-level `tests/e2e/Dockerfile` uses a plain `python:3.10-slim` and never installs the SUT package — so the `gps-denied-replay` console script and the project's import surface aren't available in the container | **deferred** |
| H-9 | medium | `tile-cache-fixture` volume in `e2e/docker/docker-compose.test.yml` is unseeded; no builder service. AZ-595 was meant to deliver the seeder | **deferred** |

### Why H-4..H-6 are blockers, not minor drift

`_docs/02_document/tests/environment.md` § Docker Environment specifies three Docker Hub images for SITL/MAVLink:

- `ardupilot/ardupilot-sitl:plane-stable`
- `inavflight/inav-sitl:9.0.0`
- `ardupilot/mavproxy:latest`

None of the named org accounts publish to Docker Hub. Verified by `docker manifest inspect` — all three return MISSING. The spec was written against aspirational/imagined image names and never verified.

Real alternatives:

| Spec image | Real option |
|------------|-------------|
| `ardupilot/ardupilot-sitl:plane-stable` | Community images: `radarku/ardupilot-sitl`, `khancyr/ardupilot-docker-sitl` (older); or build from `ardupilot/ardupilot` source (~30-60 min build). |
| `inavflight/inav-sitl:9.0.0` | No good published image. Build from iNav source (multi-hour). |
| `ardupilot/mavproxy:latest` | Doesn't exist. Wrap `pip install MAVProxy` in a `python:3.10-slim` Dockerfile (~10 lines). |

### Why H-7 and H-8 matter

`scripts/run-tests.sh` is the test-run skill's "first match" runner — but its Dockerfile points at an empty scenarios dir and never installs the SUT package. Even if H-7 is fixed by repointing to `/opt/tests/e2e/`, the heavy tests in `tests/e2e/replay/test_derkachi_1min.py` require the `gps-denied-replay` console script which only exists when the SUT package is `pip install`-ed into the runner image. So H-7 + H-8 are coupled.

## SUT Reality Gate verdict

Per `test-run/SKILL.md` § Functional Mode → 0. System-Under-Test Reality Gate:

> 1. If `_docs/00_problem/input_data/expected_results/results_report.md` exists, at least one e2e/blackbox run must compare actual product outputs against that mapping or the machine-readable files it references.

`results_report.md` exists and contains:

- **Still-image frame centers** (60 images → expected WGS84 lat/lon, ±50 m primary, ±20 m stretch).
- **Derkachi video/IMU fixture** (validation rules for telemetry CSV, video stream, alignment, trajectory comparison).

The 41 blackbox scenarios in `e2e/tests/` (`functional/FT-*` for the still-image set, `performance/NFT-PERF-*` for replay latency, `resilience/NFT-RES-*` for failure modes) exist and would exercise this mapping. None of them ran in this cycle because:

1. They require the `e2e/docker/run-tier1.sh` harness, blocked by H-4..H-6.
2. The fallback bootstrap harness (`scripts/run-tests.sh` → `tests/e2e/replay/`) is blocked by H-7 + H-8.

**Verdict: Reality Gate UNMET.** Local pytest verifies internal modules but does NOT compare actual product outputs against `results_report.md`. The skill defines this as a blocking gate.

## Harness rehabilitation — proposed work

Three independent tracks; tracks 1 and 2 are required for the Reality Gate, track 3 is a nice-to-have for FC-side acceptance tests.

### Track 1 — Bootstrap harness (fastest path to a real Reality Gate)

Fix H-7 + H-8 so `scripts/run-tests.sh` actually runs `tests/e2e/replay/test_derkachi_1min.py` with `RUN_REPLAY_E2E=1`. Steps:

1. Change `tests/e2e/Dockerfile` entrypoint from `pytest /opt/tests/e2e/scenarios` to `pytest /opt/tests/e2e/`.
2. Install the SUT package in the runner image so `gps-denied-replay` is on PATH. Either `pip install -e .` from the host source (requires bind-mount or COPY) or build a wheel and `pip install` it.
3. Inject `RUN_REPLAY_E2E=1` into the e2e-runner service environment in `docker-compose.test.yml`.
4. Mount `_docs/00_problem/input_data/` into the runner so the Derkachi fixture is reachable.
5. Verify the resulting docker run produces `tests/e2e/replay/output/replay.jsonl` and that AC-1 + AC-2 assertions actually fire.

Estimated effort: ~4-6 hours including verification on dev workstation + CI.

Coverage: still-image reality gate still won't run from this harness (it's in `e2e/tests/functional/FT-*` which Track 2 owns). But Derkachi tlog comparison runs, which is itself a reality-gate signal for the replay pipeline.

### Track 2 — Full blackbox harness (the real story)

The fuller e2e harness in `e2e/docker/run-tier1.sh` runs all 41 batch-60-89 scenarios. To get it running:

1. Decide on the SITL strategy:
   - **Option a**: switch to community images (`radarku/ardupilot-sitl`, source-built iNav).
   - **Option b**: strip SITL services entirely from the compose; mark SITL-dependent scenarios as `skip(reason="sitl-image-unavailable, ticket=...")`. ~70-80% of scenarios still run (FT-* still-image accuracy, NFT-PERF latency, NFT-LIM resource budgets, most NFT-RES resilience scenarios). FT-P-09-AP / NFT-SEC-03 / AC-4.3 / AC-NEW-2 stay skipped.
2. Replace `ardupilot/mavproxy:latest` with a local `e2e/fixtures/mavproxy/Dockerfile` that wraps `pip install MAVProxy`.
3. Build a tile-cache seeder service that consumes the 60 nadir reference images + Derkachi bbox and emits the FAISS index + tile manifest into the `tile-cache-fixture` volume. This is the long-pending AZ-595.

Estimated effort: ~3-5 days if going with Option b + AZ-595; ~1-3 weeks if going Option a with full SITL coverage.

### Track 3 — Tier-2 Jetson hardware loop (AZ-444)

Out of scope for this report; documented in `environment.md` § Execution instructions — Tier-2 (Jetson hardware loop). Requires Jetson Orin Nano Super hardware + JetPack 6.2 + a self-hosted runner.

## Recommendations

1. **Treat Step 11 as PARTIALLY MET for cycle 1**: local Tier-1 green, Reality Gate deferred to a follow-on cycle. Document this honestly in the autodev state instead of marking Step 11 complete.
2. **Open Jira tickets** (or replay via leftovers if MCP is not invoked immediately):
   - `[Bug] csv_reporter --csv collides with pytest-csv autoload` (2 pts) — fix already in commit `eb6dc17`, ticket just records the regression.
   - `[Epic] E2E Tier-1 harness rehabilitation` with sub-tasks: H-4..H-9 each as a child story (2-5 pts each).
   - `[Story] Tile-cache fixture builder` — AZ-595 already exists; link H-9 to it.
3. **Add the preventive meta-rule** about transcript-verified test claims, if approved.
4. **Resume Step 11 after Track 1 completes** — at minimum get one real Reality Gate signal from `tests/e2e/replay/`. Track 2 can run in parallel as its own work stream and feed back into Step 11 cycle 2.

## Path 3 attempt — Full SITL with community images (2026-05-17, post-blocker)

Per user direction, attempted the "Full path" rehab: switch ArduPilot SITL to `sparlane/ardupilot-sitl:Plane-latest` (verified pullable), build iNav SITL from source, write MAVProxy Dockerfile, then run FT-P-01 / FT-P-02 against the real fixture builders.

**Key reframe discovered during attempt**: `e2e/runner/helpers/sitl_observer.py` is **pure offline fixture replay**, not a live SITL client (see file docstring + `_FdrReplayObserver` class). Setting `E2E_SITL_REPLAY_DIR=...` switches the observer to read pre-built JSON fixtures (`observer_<fc_kind>_<host>.json`). No live SITL container needed for the existing blackbox FT-P-* and NFT-* tests. The compose-file SITL services in `environment.md` are aspirational future state.

So the realistic Full Path is:

1. Install SUT locally (`pip install -e .`) — DONE.
2. Run `e2e.fixtures.sitl_replay_builder.build_p01_fixtures` to produce `e2e/fixtures/sitl_replay/p01/` — BLOCKED (see below).
3. Run pytest on `e2e/tests/positive/test_ft_p_01_still_image_accuracy.py` with `E2E_SITL_REPLAY_DIR=e2e/fixtures/sitl_replay/p01` — BLOCKED on step 2.

Trying step 2 surfaced **4 new integration drifts**, on top of H-1..H-9 from the prior section:

| ID | Severity | Description | Status |
|----|----------|-------------|--------|
| H-10 | blocker | Fixture builder calls `gps-denied-replay --fdr-out PATH`. The CLI's actual arg name is `--output`. | not fixed |
| H-11 | blocker | Fixture builder doesn't pass the CLI's required `--camera-calibration`, `--config`, `--mavlink-signing-key` args. Need to add fields to `FixtureBuilderConfig` and update `build_p01_fixtures.py` / `build_p02_fixtures.py`. | not fixed |
| H-12 | medium | `tests/fixtures/calibration/adti26.json` declared `body_to_camera_se3` as `{rotation_xyzw, translation_xyz_m}` dict; loader at `runtime_root/_replay_branch.py:308` strictly expects a 4×4 matrix via `np.asarray(..., dtype=np.float64)`. The dict form was never parseable. | **fixed** — converted to 4×4 identity (`tests/fixtures/calibration/adti26.json`). Equivalent rotation/translation, no behavior change. |
| H-13 | blocker | Auto-sync AC-8 validation hard-fails on still-image + stationary fixtures even when `--time-offset-ms 0` is supplied. Validator computes a "frame-window match %" (default 95% threshold) that requires real video motion + IMU takeoff signal. The FT-P-01 fixture (60 stills + stationary IMU) has neither by design. No `--skip-auto-sync` or `--accept-low-confidence-offset` escape hatch exists. | not fixed |
| H-14 | env-conditional | CLI requires env vars including `BUILD_REPLAY_SINK_JSONL=ON` to use `NoopMavlinkTransport`. This is documented in code comments but not in `.env.example`. | needs doc update |

Total live harness drift count: **14 distinct items** (3 fixed, 11 deferred). Each H-10..H-13 individually takes 30-60 min to fix with the right design decisions; together they exceed the safe single-session budget given the surface-area uncertainty.

**Pattern**: The fixture builders (AZ-598/599/600), the CLI signature (AZ-401/402), the calibration JSON schema, and the replay protocol auto-sync (AZ-405) were each implemented well in isolation but never integrated end-to-end. This is exactly what the SUT Reality Gate is designed to surface.

### Path 3 verdict

**Cannot reach the SUT Reality Gate in this session.** Even after fixing H-12, the next gate (H-13: auto-sync hard-fail on stationary fixtures) requires a design decision: either expand the auto-sync escape hatch in the SUT, or change the fixture builder to inject a single-frame motion event, or relax AC-8 validation thresholds for stationary scenarios. Each is a non-trivial design call that warrants a Jira ticket and review, not a unilateral mid-session fix.

### Updated recommendation

The Track 2 ("Full blackbox harness") track from the previous section needs to expand to include H-10..H-14 as additional sub-stories. Realistic effort: **+1-2 days** on top of the prior estimate. Path 3 is achievable but requires 3-5 days of focused harness rehab, not a single session.

## Artifacts

- Commit `eb6dc17` — csv_reporter / pytest-csv fix
- Commit `6ce3158` — e2e/docker harness drift fixes (H-1, H-2, H-3)
- Commit `5c1c35d` — H-12 4×4 SE3 calibration fix + replay_config_minimal.yaml
- This report: `_docs/03_implementation/run_tests_step11_report.md`
- (Replayed and removed) Leftover for pytest-csv ticket → AZ-601
- (Replayed and removed) Leftover for harness epic → AZ-602 + 11 child stories

## Cycle-2 Update: Track 1 Bootstrap Harness Outcome (2026-05-17 22:00 UTC)

### Status: Track 1 done — Reality Gate signal is now REAL

The harness rehabilitation Epic landed as `AZ-602` with 11 child stories. The user picked **Track 1** (`AZ-603` + `AZ-604`) for the shortest path to a genuine SUT Reality Gate signal. Both stories shipped together in a single PR.

### What changed

- `tests/e2e/Dockerfile` rewritten as a three-stage Ubuntu 22.04 build:
  - stage 1: system deps (`build-essential`, `libpq-dev`, `libspatialindex-dev`, `python3.10-venv`, `python3-pip`)
  - stage 2: SUT editable install (`pip install -e ".[dev]"` into `/opt/venv`)
  - stage 3: slim runtime with `python3`, `python3.10`, `libpq5`, `libspatialindex-c6`, `libgl1`, `libglib2.0-0` (OpenCV's runtime libs)
- Image layout: `/opt/pyproject.toml` + `/opt/src/...` + `/opt/tests/...` (bind-mounted) — mirrors the host repo so `Path(__file__).resolve().parents[3]` resolves to `/opt` and AC-4's AST scan finds `src/gps_denied_onboard/components/` correctly.
- Entrypoint: `pytest -q /opt/tests/e2e/` (not the empty `scenarios/` dir).
- `docker-compose.test.yml` `e2e-runner` service gets the full env set (`GPS_DENIED_FC_PROFILE`, `CAMERA_CALIBRATION_PATH`, `LOG_LEVEL`, `LOG_SINK`, `INFERENCE_BACKEND`, `FDR_PATH`, `TILE_CACHE_PATH`, `MAVLINK_SIGNING_KEY`, `RUN_REPLAY_E2E=1`, `BUILD_REPLAY_SINK_JSONL=ON`) plus mounts for `_docs/00_problem/input_data` and writable `fdr-data` / `tile-data` named volumes.

### Reality Gate run

Standalone docker run of the e2e-runner (no companion / mock-sat / db needed for AZ-404):

```
docker run --rm \
  -v "$PWD/tests:/opt/tests:ro" \
  -v "$PWD/_docs/00_problem/input_data:/opt/_docs/00_problem/input_data:ro" \
  -e RUN_REPLAY_E2E=1  -e BUILD_REPLAY_SINK_JSONL=ON \
  ... (full env set) ... \
  --entrypoint pytest gps-denied-onboard/e2e-runner:dev \
  -v --tb=short /opt/tests/e2e/
```

Result:

| Outcome | Count | Tests |
|---------|-------|-------|
| PASSED | 17 | AC-4 AST scan, AC-4b encoder byte-equality, AC-7 skip-gate, all AC-9 helpers (`test_helpers.py`) |
| FAILED | 5 | AC-1, AC-2, AC-5, AC-6 pace-realtime, AC-6 pace-asap |
| SKIPPED | 1 | AC-8 operator workflow (D-PROJ-2 mock-suite-sat-service not implemented) |
| XFAIL | 1 | AC-3 (calibration intrinsics unknown — documented) |
| **Total collected** | **24** | (vs. 0 before Track 1 — empty `scenarios/` dir) |

### Before vs. after

| Metric | Before Track 1 | After Track 1 |
|--------|---------------|---------------|
| Tests collected by `scripts/run-tests.sh` | 0 (entrypoint points at empty `scenarios/`) | 24 (full `tests/e2e/`) |
| Tests that actually exercise the SUT | 0 | 5 heavy ACs invoke `gps-denied-replay` subprocess |
| Exit code semantics | Vacuous 0 (no tests collected ≠ no SUT bugs) | Reflects real test outcomes |
| `gps-denied-replay` on PATH inside e2e-runner image | no (image was python:3.10-slim + pytest only) | yes (multi-stage SUT install) |
| Source-tree layout inside image matches repo | no (no src present) | yes (`/opt/src/...`, AC-4 passes) |
| Real SUT wall-clock per heavy AC | n/a | ~21 s for the auto-sync probe (see below) |

### Real bug discovered

The 5 failing heavy ACs share a single root cause: **tlog synth time-base mismatch**.

`tests/e2e/replay/_tlog_synth.py:62`:

```python
_TLOG_BASE_TIMESTAMP_US: Final[int] = 1_700_000_000_000_000  # 2023-11-14
# "The absolute value is irrelevant for replay-mode determinism;
#  only the delta-between-rows matters."  ← STALE COMMENT
```

The auto-sync detector in `replay_input.tlog_video_adapter` DOES use absolute timestamps to compute the video↔tlog offset. With the tlog anchored at Nov 2023 absolute and the synthetic video at relative `t=0`, auto-sync reports `offset_ms=1699999995666` (~54 years) and hard-fails AC-8 (95% frame-window match threshold).

Surface signal from the SUT (the kind of log the Reality Gate was meant to surface):

```
ERROR replay_input.tlog_video_adapter
  kind=replay.auto_sync.ac8_validation_failed
  msg=auto-sync hard-fail: frame-window match below 95.0% with offset_ms=1699999995666
  tlog_takeoff_ns=1700000000000000000  video_motion_onset_ns=4333333333
  imu_sample_count=3000  video_frame_count=301
```

This is the same family as H-13 / `AZ-611` (stationary FT-P-01) but on the moving Derkachi fixture with a different root cause (synth time-base, not stationary kinematics). Filed as `AZ-614`.

### Jira state at end of cycle 2

| Issue | Title | Status |
|-------|-------|--------|
| AZ-602 | E2E Tier-1 harness rehabilitation (Epic) | TO DO |
| AZ-601 | csv_reporter `--csv` collision (fixed eb6dc17) | IN TESTING |
| AZ-603 | H-7 Dockerfile entrypoint (Track 1) | DONE (this cycle) |
| AZ-604 | H-8 install SUT in runner image (Track 1) | DONE (this cycle) |
| AZ-605 | H-4..H-6 SITL strategy decision | TO DO |
| AZ-606 | MAVProxy local Dockerfile | TO DO |
| AZ-607 | H-9 tile-cache seeder (linked to AZ-595) | TO DO |
| AZ-608 | H-10 fixture builder `--fdr-out` → `--output` | TO DO |
| AZ-609 | H-11 fixture builder missing CLI args | TO DO |
| AZ-610 | H-12 calibration JSON 4×4 (fixed 5c1c35d) | DONE |
| AZ-611 | H-13 auto-sync hard-fail on stationary | TO DO (Track 2, decision) |
| AZ-612 | H-14 `.env.example` BUILD_REPLAY_SINK_JSONL | TO DO |
| AZ-613 | H-1..H-3 harness drift (fixed 6ce3158) | DONE |
| AZ-614 | Derkachi tlog synth time-base mismatch | TO DO (Track 2, unblocks AC-1..AC-6) |

### Reality Gate verdict

**Cycle-2 verdict for Step 11**: Reality Gate signal is now REAL — the SUT runs end-to-end for ~21 s on the Derkachi fixture and surfaces a real auto-sync bug. Pre-Track 1, the gate was a vacuous "exit 0 with 0 tests collected" that hid every SUT issue. Track 1 was the minimum investment to make the gate honest; future cycles (Track 2 + AZ-614) will turn the failing ACs green.