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Show HN: AI codebase analyser and auto-fixer

Fafa Agbetsise· ·5 min read · 0 reactions · 0 comments · 7 views
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Show HN: AI codebase analyser and auto-fixer
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getdebug CLI 0.4.0 ships Python AI-app regex prefilters alongside the JS/TS ones that landed in 0.3.0. Five categories: prompt-injection, unsafe-role-merge, pii-in-prompt, unbounded-stream, unsafe-tool-output. The interesting part is the benchmark we ran while developing them, against the three other tools anyone would compare us to.The four tools, the honest mapBandit (PyCQA) is the Python-OSS standard security linter.

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Hacker News (AI / LLM) files mainly under ai. We currently carry 2,240 of its stories.

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Hacker News (AI / LLM) · Fafa Agbetsise
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getdebug CLI 0.4.0 ships Python AI-app regex prefilters alongside the JS/TS ones that landed in 0.3.0. Five categories: prompt-injection, unsafe-role-merge, pii-in-prompt, unbounded-stream, unsafe-tool-output. All deterministic. No LLM call. The default getdebug analyze . on a Python repo runs in milliseconds, costs zero, and now covers Python AI-app anti-patterns alongside the secrets + dependency-CVE passes it always ran.The interesting part isn't the patterns themselves — they're straightforward regex on familiar SDK idioms (messages=[{"role": "system"...}], stream=True, subprocess.run(tool_call.input.command)).

Excerpt limited to ~120 words for fair-use compliance. The full article is at Hacker News (AI / LLM).

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