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Self-healing review gate and knowledge base for Claude Code (Beta)

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We built Verity.md for the new era of loop engineering where traditional code review simply doesn't fit and is a major bottleneck. This is what we think the future of code review looks like:- An adversarial review layer, which is part SAST scanning for quality and security issues deterministically, and part AI (a different one) checking for intent gaps. - Built-in gates that tells the coding agent how to fix itself when it finds an issue (this is the self-healing part). - Compounding knowledge base where every decision is saved, so the next time the coding agent run it starts smarter - Dashboards for token cost control, broken down by tasksAnd here is a demo: https://www.youtube.com/watch?v=vsq_cHoZCnkWe're looking for beta testers to join the community and influence the roadmap. Set up takes 2 minutes, learn more here https://verity.md

HN · launched Jul 5, 2026 · 5 upvotes (top 89%) · 0 views

Niche: automated code review tools · 204 launches, 7 in the last 7 days ▼ -22% · Explore this niche →

Category and tags
  • Horizontal
  • Dev tools
  • Developer
  • AI-native
  • Commercial product

Visit website ↗ Source listing ↗

More like this: all 204 launches in automated code review tools →

Could you build this?

Partial A basic CLI or webhook proxy invoking an LLM review can be vibe-coded, but building deterministic AST-level SAST scanning combined with a real-time self-healing knowledge loop requires serious static analysis tooling.

What it would actually take: A production version requires a modular CI/CD and CLI agent architecture integrating static analysis tools (tree-sitter, Semgrep) with prompt-evaluation orchestrators. The challenging core is the deterministic policy engine and semantic knowledge base that cross-references prompt specifications against diff ASTs without hallucinating. Building this needs expertise in compiler construction, static program analysis, and agentic loop orchestration.

Discussion

2 comments analyzed.

Competitors

Other products that read as similar to this one : 299 launches clear the similarity bar, closest 8 shown.

Attention rank: #275 of 300 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 243 days after the earliest competitor.

  • Claude Code Review · ph · 2026-03-10 · 539 upvotes · similarity 0.44
  • code-quality · github · 2026-09-21 · 12 upvotes · similarity 0.44
  • code-review-skill · github · 2026-10-29 · 116 upvotes · similarity 0.44
  • lfg · ph · 2026-10-27 · 2 upvotes · similarity 0.43
  • adamsreview · hn · 2026-05-11 · 85 upvotes · similarity 0.42
  • Beta · ph · 2026-09-06 · 2 upvotes · similarity 0.42
  • prove-it-better · github · 2026-10-03 · 13 upvotes · similarity 0.42
  • heal.dev · ph · 2026-10-22 · 195 upvotes · similarity 0.41

Related data

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