chopratejas/headroom

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https://github.com/chopratejas/headroom · scanned 2026-06-02 20:56 UTC (2 days, 19 hours ago) · 10 languages

1201 findings (321 legacy + 880 scanner) 11/13 scanners ran 88th percentile · Python · large (100-500K LoC) Scanner says 46 (higher by 42)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 days, 19 hours ago · v2 · 761 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

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100.0% cov · 440 gaps

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	60.0	0.15	9.00
`security_score`	100.0	0.25	25.00
`testing_score`	100.0	0.20	20.00
`documentation_score`	100.0	0.15	15.00
`practices_score`	96.0	0.15	14.40
`code_quality`	45.0	0.10	4.50
Overall		1.00	87.9

security_score may be inflated — optional security scanners were skipped on this fast scan

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 5 High 269 Medium 89 Low 266 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 321 9-layer 440 Crowd 0 Layer: Quality 412 Security 68 Cicd 101 Software 96 Frontend 22 Hardware 11 Api 51

Exclude dismissed / FP Exclude test files

Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.

Fragile runtime 242 findings

What it is: Code that runs but breaks under predictable input — division by zero, missing keys, unbounded loops, off-by-one slicing.

Why it matters: Reaches production undetected because happy-path tests pass. First user with a weird input crashes the request.

How AI causes it: AI loves writing the happy path; doesn't probe edge cases unless explicitly asked.

Fix approach: Add property-based tests. Wrap external inputs with explicit validators. Use the framework's typed deserializer (Pydantic, attrs).

12 matching findings on this repo

medium [MINED111] Bare except continues silently: Bare `except:` (or `except Exception… benchmarks/headroom_worst_case_benchmark.py:676
medium [MINED111] Bare except continues silently: Bare `except:` (or `except Exception… benchmarks/prefix_cache_benchmark.py:586
medium [MINED111] Bare except continues silently: Bare `except:` (or `except Exception… scripts/replay_codex_ws_load.py:263
medium [MINED111] Bare except continues silently: Bare `except:` (or `except Exception… scripts/repro_codex_replay.py:682
medium [MINED111] Bare except continues silently: Bare `except:` (or `except Exception… scripts/repro_codex_replay.py:300
medium [MINED111] Bare except continues silently: Bare `except:` (or `except Exception… scripts/smoke_issue_327.py:226
medium [MINED111] Bare except continues silently: Bare `except:` (or `except Exception… headroom/client.py:952
medium [MINED111] Bare except continues silently: Bare `except:` (or `except Exception… headroom/client.py:943
medium [MINED111] Bare except continues silently: Bare `except:` (or `except Exception… headroom/client.py:931
medium [MINED111] Bare except continues silently: Bare `except:` (or `except Exception… headroom/client.py:922
medium [MINED111] Bare except continues silently: Bare `except:` (or `except Exception… headroom/_version.py:43
medium [MINED111] Bare except continues silently: Bare `except:` (or `except Exception… headroom/onnx_runtime.py:50

View all fragile runtime findings →

Legacy markers 30 findings

What it is: TODO, FIXME, XXX, HACK comments. Often indicate a known-broken path the author meant to fix.

Why it matters: Each marker is an unfinished thought. Production code shouldn't ship with debt that's documented but not tracked.

How AI causes it: AI mirrors the style of the codebase, so existing TODOs propagate into new code.

Fix approach: Convert each into a ticket. Delete the comment when the ticket lands. Use a pre-commit hook to block new TODOs without an issue link.

12 matching findings on this repo

low Legacy-named symbol `test_returned_entry_is_independent_copy` in tests/test_cri…
low Legacy-named symbol `test_get_memory_tools_returns_copy` in tests/test_memory_s…
low Legacy-named symbol `test_cost_formatting_and_deep_copy` in tests/test_utils.py…
low Legacy-named symbol `deep_copy` in tests/test_anthropic_stage_timings.py:223
low Legacy-named symbol `sig_abc123_v1` in tests/test_sse_thinking_blocks.py:90
low Legacy-named symbol `payments_v2` in tests/test_bundled_tools_savings.py:122
low Legacy-named symbol `test_resolve_api_targets_normalizes_trailing_v1` in tests/…
low Legacy-named symbol `test_mutation_tracker_reasons_is_a_copy` in tests/test_pro…
low Legacy-named symbol `squad_v2` in tests/test_evals_datasets.py:120
low Legacy-named symbol `test_eviction_prefers_low_importance_then_old` in tests/te…
low Legacy-named symbol `test_claude_3_legacy` in tests/test_backend_bugs.py:697
low Legacy-named symbol `_deep_copy` in tests/test_observability_metrics.py:64

View all legacy markers findings →

Commented-out code 89 findings

What it is: Lines of source that were intentionally disabled but never deleted.

Why it matters: Git already remembers history — commented code rots, becomes wrong, and adds noise to diffs.

How AI causes it: AI sometimes comments out broken code instead of fixing it. Reviewers approve out of inertia.

Fix approach: Delete. Trust `git log`. If you really need to remember, save it in a notes file under `docs/`.

12 matching findings on this repo

info Commented-code block (6 lines) in tests/test_proxy_openai_cache_stability.py:174
info Commented-code block (8 lines) in tests/test_proxy_hooks_regression.py:40
info Commented-code block (7 lines) in tests/e2e_real_compression.py:23
info Commented-code block (5 lines) in tests/test_proxy_anthropic_cache_stability.py…
info Commented-code block (5 lines) in tests/test_compression_policy.py:53
info Commented-code block (6 lines) in tests/test_compression_policy_toin_gate.py:281
info Commented-code block (6 lines) in tests/test_toin_observation_only.py:237
info Commented-code block (6 lines) in tests/test_transforms_log_compressor.py:90
info Commented-code block (10 lines) in tests/test_request_outcome.py:428
info Commented-code block (6 lines) in tests/test_token_headroom_mode.py:90
info Commented-code block (5 lines) in tests/test_proxy_ccr.py:487
info Commented-code block (5 lines) in tests/test_compression_decision.py:147

View all commented-out code findings →

Config drift 11 findings

What it is: Settings duplicated across env files, Docker compose, K8s, and code defaults, all with slightly different values.

Why it matters: Production behaviour depends on whichever copy your loader reads first. Subtle bugs in staging that don't reproduce in dev.

How AI causes it: AI writes new config from memory rather than reading the existing source.

Fix approach: Pick one source of truth (env vars + a settings module). Have every other place import from there. Lint for duplicates in CI.

11 matching findings on this repo

high [MINED131] pre-commit hook `https://github.com/pre-commit/mirrors-mypy` pinned … .pre-commit-config.yaml:18
high [MINED131] pre-commit hook `https://github.com/astral-sh/ruff-pre-commit` pinne… .pre-commit-config.yaml:10
low File has no detected symbols: docs/source.config.ts
low File has no detected symbols: sdk/typescript/tsup.config.ts
low File has no detected symbols: sdk/typescript/vitest.config.ts
low File has no detected symbols: sdk/typescript/test/config.test.ts
low File has no detected symbols: sdk/typescript/src/types/config.ts
low File has no detected symbols: plugins/openclaw/tsup.config.ts
low File has no detected symbols: plugins/openclaw/vitest.config.ts
low File has no detected symbols: plugins/openclaw/test/gateway-config.test.ts
info Commented-code block (9 lines) in headroom/config.py:202

View all config drift findings →

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