[Wenjie Fan (gggdttt)]

Summary

Adds code-review gold answers from explicit BCApps PR feedback.

Negative guards use exact source-file patches at immutable reviewed revisions, not invented synthetic code. Their targets are omitted from both expected and ignored comments; new negative-only entries have no expected findings.
Existing eligible gold answers are reused without changing their payloads.

Accepted findings

Rejected findings

• Rejected precision guard: Migrate more Http Web Request Mgt. callers to native HttpClient BCApps#12254 (comment)

Knowledge dependency

• Related BCQuality improvement: knowledge: improve review precision from BCApps PR 12254-neg-pr12254-20261020 feedback BCQuality#244

Validation

See the gate-owned offline evaluation section below.

Generated by the BC-ALAgentsInternal self-improvement workflow.

Offline evaluation: execution_error

Evaluation arm did not complete successfully.

Preparation attempt 1: validated.

Selection: new. New: synthetic__telemetry-scope-customercontent-01. Reused (complete payloads): ``.

• synthetic__telemetry-scope-customercontent-01 / false_positive_guard / Migrate more Http Web Request Mgt. callers to native HttpClient BCApps#12254 (comment): Reuses the exact pipeline-validated negative snapshot patch/repo/baseCommit for this comment and records expected_comments=[] to reflect the developer's thumbs-down rejection of the TelemetryScope::All suggestion. Limitation: the developer's rationale (DataClassification=CustomerContent prevents visibility) contradicts the cited article's explicit guidance that TelemetryScope must be chosen independently of DataClassification, so this is not a demonstrated clean false positive -- only the literal rejection outcome is captured, and the guard's validity should be re-checked by a human reviewer rather than assumed.
  Coverage references and outcome shapes are validated mechanically. Semantic equivalence, severity calibration and recommendation quality are NOT proved by these checks or a matching F1.

Common engine code: ecf8e31759d6ddd6d78e3a0b7836b40134368009; dataset SHA256: 83D409BCA6DEA8996780E80ABBF5A311A1F8393AF93382B2BA7131C400E0C1D7.
Model: gpt-5.6-luna; judge: gpt-5.3-codex. Exact D: synthetic__telemetry-scope-customercontent-01.
Dataset base: 7c98b750c200d88ed0a81daaea5e71184a3af01b; candidate: 89ed7e70135695844a21c31ec04e43852c17c5d9.

Arm	Evaluation commit	Engine pin	Knowledge pin
baseline	9867f68cfe99c39ad7717d05cd3fcf5cbe2e474b	edd46ef34e9b38d7cc2fc3e1c1c806ff8e476ab6	f820aa1e8515a6483b828d9a5b1c55112461b4d9
candidate	6b10f44b849e602fb61ffedb80284d16ec390f49	f14f14d354c63c4ceb0a8c534bbccbdd3839c446	5066626e7c09b29bdae1129c61d3a8609fb85c1b

Baseline

Run: https://github.com/microsoft/BC-Bench/actions/runs/39427115557; conclusion: failure; wall clock: 1.7 minutes.
Raw findings and runtime pin proofs are retained in the self-improvement-feedback artifact and the linked evaluation run.
Metrics are not accepted: the result contract or execution failed. Inspect the retained raw artifacts.

Candidate

Run: https://github.com/microsoft/BC-Bench/actions/runs/39427432333; conclusion: success; wall clock: 7.2 minutes.
Raw findings and runtime pin proofs are retained in the self-improvement-feedback artifact and the linked evaluation run.
Metrics are not accepted: the result contract or execution failed. Inspect the retained raw artifacts.

Missing telemetry is unavailable, not zero. Evaluation-only metrics exclude candidate generation and are not the full-cycle cost.
Human review must verify source-patch fidelity, gold correctness, and target attribution. No automatic merge or branch-protection claim is made.

Cycle usage and elapsed time (running, as of 2026-10-20T13:12:36.8742662+00:00)

Orchestrator work: 1299.474 seconds. This is not the completed GitHub workflow duration.

Stage / attempt	Status / outcome	Elapsed seconds
preflight / 1	completed /	8.556
quality_preparation / 1	completed /	359.678
gold_preparation / 1	completed / selected_new	325.433
evaluation_preparation / 1	completed /	25.126
baseline / 1	failed / failure	135.6
candidate / 1	completed / success	444.376
gate_verdict / 1	completed / execution_error	0.007
publication / 1	running /	0.015
receipts / 1	not_started /	unavailable
quality_validation / 1	completed /	4.31
gold_attempt / 1	completed / validated	311.026

Measure	Known subtotal	Whole-cycle total	Known / required components
ai_credit: aiCredits	185.91039	unavailable	2 / 6
premium_request: premiumRequests	82	unavailable	2 / 6
token: inputTokens	9939882	unavailable	3 / 6
token: outputTokens	104826	unavailable	3 / 6
token: totalTokens	10044708	unavailable	3 / 6

Subtotals are CLI/Bench-reported usage, not invoices. Missing values are not zero. Emitted-span coverage does not prove complete child/background billing; judge usage is not exported. Premium requests are not AI credits or currency.
Nested stage, agent and API durations are not added into cycle wall clock. Root queue/setup, telemetry export, artifact upload and later dashboard publication are excluded.
PR evidence is an as-of snapshot before publication completes. Final-for-orchestrator metrics are emitted to self-improvement-cycle.json in the root self-improvement-feedback artifact and its Actions summary when persistence succeeds; a running checkpoint is not final evidence.
Root run: https://github.com/microsoft/BC-ALAgentsInternal/actions/runs/39425353290/attempts/1
Telemetry limitations: arm_usage_identity_or_schema_unavailable.

[github-code-quality]

Code coverage overview

Languages: Python

Python / code-coverage/pytest

main 7c98b75	self-improvement/bca... 89ed7e7	+/-
88%	88%	0%

ℹ️ Calculations represent line coverage. Results may change as calculations are updated.