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Conclave AI
A code-review council for AI-written PRs
A GitHub App that reviews every PR with three models (Claude, GPT-5, Gemini) instead of one — and against your PRD, so it catches scope drift the diff doesn't show. Free on public repos, self-hostable.
Top comment
Hey PH 👋 I'm Seunghun, solo on this. I ship almost everything with agents now, and I kept rubber-stamping PRs that *ran fine* but weren't what I'd asked for — an extra field nobody wanted, a requirement quietly dropped, an auth check that drifted from the server into the UI. Nothing in the diff was wrong, so my single-model reviewer had nothing to say. It only looked wrong next to the spec. So Conclave runs three models as a council on each PR (they actually disagree, then I get one verdict), and if you attach a PRD it flags that scope drift directly. There's an autofix worker, and it learns from what I merge vs reject. I dogfooded 15 synthetic-bug PRs across 5 Next.js templates: same catch rate as one model, but ~3× the blockers surfaced (10.93 vs 3.80/PR). The extras were boring-but-real — missing tests, edge cases, a string-concat query. (It's an n=15 internal run, indicative, protocol's in /benchmarks — please try to break it.) It's not a Cursor/Copilot replacement. It sits at the PR layer as a merge gate. Free on public repos, self-hostable (FSL). Two things I genuinely want PH's read on: 1. Does "review against the spec" matter to you, or do specs go stale too fast? 2. With Anthropic's own Claude Code Review now live, is a 3-model council differentiated enough? I'm here all day — point me at a public PR and I'll post what it catches.
About Conclave AI on Product Hunt
“A code-review council for AI-written PRs”
Conclave AI was submitted on Product Hunt and earned 4 upvotes and 1 comments, placing #143 on the daily leaderboard. A GitHub App that reviews every PR with three models (Claude, GPT-5, Gemini) instead of one — and against your PRD, so it catches scope drift the diff doesn't show. Free on public repos, self-hostable.
On the analytics side, Conclave AI competes within SaaS, Developer Tools and GitHub — topics that collectively have 597.8k followers on Product Hunt. The dashboard above tracks how Conclave AI performed against the three products that launched closest to it on the same day.
Who hunted Conclave AI?
Conclave AI was hunted by Baessi. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Conclave AI including community comment highlights and product details, visit the product overview.