Driftpulse
Catch what your AI coding assistant leaves behind
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Ryan Lindsay

Driftpulse - Catch what your AI coding assistant leaves behind

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Driftpulse scans your repo and gives it a drift score, catching the structural inconsistencies that build up when you ship fast with AI tools. Finds duplicate logic, stale docs, broken auth patterns, and conflicting configs. Every finding includes a file + line citation and a paste-ready fix for Cursor or Claude. Free scan on install. No setup, no API key. Just install the VS Code extension and run it.

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Ryan Lindsay
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Hey Product Hunt! I'm Ryan, I built Driftpulse. I was vibe coding a SaaS for a few months and noticed something frustrating, my AI was writing good code session by session, but the repo as a whole was slowly becoming inconsistent. Same logic duplicated across files. Docs describing architecture that changed. Auth patterns from month one quietly broken by new routes. I couldn't find anything that caught this automatically so I built Driftpulse. It runs silently in VS Code, scans your repo, and returns a drift score with findings like: "src/apiClient.ts:107 — timeout hardcoded at 30s. LLM calls regularly exceed this. Fix: replace with configurable env var." Every finding has an exact file + line citation and a paste-ready fix for Cursor or Claude. It also tracks your score over time so you can see if things are improving. First scan is completely free, no API key, no account, no setup. Just install and run. Happy to answer any questions!