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Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 201 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b9088664ace7f748", "name": "Composite production-readiness gap", "shortDescription": {"text": "Composite production-readiness gap"}, "fullDescription": {"text": "Multiple low-cost hardening controls are missing together: ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-afc42588bb2efacc", "name": "Commented-code block (11 lines) in kaggle_agent.py:70", "shortDescription": {"text": "Commented-code block (11 lines) in kaggle_agent.py:70"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6ff0c6bbc959625a", "name": "Commented-code block (5 lines) in launch_competition.py:96", "shortDescription": {"text": "Commented-code block (5 lines) in launch_competition.py:96"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. 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Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-50879d9b732c73c8", "name": "Stub function `kzlgpmhyzf` (body is just `pass`/`return`) \u2014 environment_files/g50t/5849a774/g50t.py:2085", "shortDescription": {"text": "Stub function `kzlgpmhyzf` (body is just `pass`/`return`) \u2014 environment_files/g50t/5849a774/g50t.py:2085"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1020f4c5de26ef6e", "name": "Commented-code block (6 lines) in environment_files/ls20/9607627b/ls20.py:5", "shortDescription": {"text": "Commented-code block (6 lines) in environment_files/ls20/9607627b/ls20.py:5"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7b826c22fe68b5aa", "name": "Commented-code block (6 lines) in environment_files/re86/8af5384d/re86.py:5", "shortDescription": {"text": "Commented-code block (6 lines) in environment_files/re86/8af5384d/re86.py:5"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2eafc3188c36bb02", "name": "3 env vars used in code but missing from .env.example", "shortDescription": {"text": "3 env vars used in code but missing from .env.example"}, "fullDescription": {"text": "Drift between code and config docs. 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