DeepNoodle releases Decide CLI for auditing large codebases
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DeepNoodle released Decide, an open-source Apache 2.0 command-line tool that asks a decision model one question per code item and returns a calibrated probability rather than generated text. It splits Go, Python, JavaScript, TypeScript and Java code into functions, caches each answer so reruns only query what changed, and outputs JSON, CSV, Markdown or GitHub annotations. Two Claude Code plugin skills use Decide to score functions for security bugs or repeated mistakes, after which Claude reads only the top 15. Jev is the default model at $0.042 per million input tokens; TypeSafe, Cloudflare Clef, OpenAI Luna and Google Gemini are selectable alternatives. The tool requires the decide CLI and a user-supplied key for a decision model, and Jev bills input only, according to DeepNoodle.
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- Hacker News · AIDeepNoodle releases Decide, a decision-model CLI for auditing large codebases
DeepNoodle released Decide, an open-source Apache 2.0 CLI that sends one question per item to a decision model and returns a calibrated probability instead of generated text. It splits Go, Python, JavaScript, TypeScript and Java into functions, caches every answer so reruns only ask about what changed, and outputs JSON, CSV, Markdown or GitHub annotations. Two Claude Code plugin skills use it to score functions for security bugs or repeated mistakes, and Claude then reads only the top 15. Jev is the default model at $0.042 per million input tokens, with TypeSafe, Cloudflare Clef, OpenAI Luna and Google Gemini selectable.
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