Self-healing review gate and knowledge base for Claude Code (Beta)
Details
- External ID
- 48792661
- Source
- HN
- Company
- —
- Product
- Self-healing review gate and knowledge base for Claude Code (Beta)
- Website domain
- verity.md
- Launched
- July 5, 2026
- Cohort
- —
- Upvotes
- 5
- Upvotes percentile
- 0.1081242532855436
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Description
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
Enrichment
- Theme
- AI agent frameworks and developer tools
- Vertical
- Horizontal
- Function
- Workflow automation
- Audience
- Developer
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- review gate and knowledge base for claude code
- Manually corrected
- False
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 — 94 launches clear the similarity bar, closest 8 shown.
Attention rank: #84 of 95 (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 0.42
- code-quality · github · 2026-09-21 · 12 upvotes · similarity 0.42
- Beta · ph · 2026-09-06 · 2 upvotes · similarity 0.41
- adamsreview · hn · 2026-05-11 · 85 upvotes · similarity 0.41
- VT Code · ph · 2026-09-18 · 4 upvotes · similarity 0.39
- Mira · hn · 2026-06-17 · 15 upvotes · similarity 0.39
- 127 PRs to Prod this wknd with 18 AI agents: metaswarm. MIT licensed · hn · 2026-02-03 · 5 upvotes · similarity 0.38
- VT Code · hn · 2026-04-25 · 18 upvotes · similarity 0.38
Other launches for this product
- No other launches for this product.
Same idea, different domain
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