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LGTM — Looks Good To Meow
Security-first AI that reviews entire repo, not just diffs
LGTM reviews every pull request with specialized AI agents, runs 16 CI/CD security detectors, and ships a Runtime Watchdog that catches what static analysis misses. Unlike diff-only reviewers, it reads your entire codebase (tree-sitter + PageRank) so reviews understand context, not just syntax. Built for 5–50 dev teams. 🐱
Hey hunters 👋
We built LGTM because I kept watching PRs sail through review with leaked secrets and broken pipeline steps — the stuff generic AI reviewers just don't look for.
So LGTM leads with security: multi-agent PR review, 16 CI/CD detectors, and a Runtime Watchdog for what static analysis misses. And instead of reviewing the diff in isolation, it reads your whole repo (tree-sitter + PageRank) so it actually understands context.
It's live and free to try → looksgoodtomeow.in
Would genuinely love your feedback — especially what your current review setup misses. 🐱
Ran it against a gnarly NestJS repo and it actually flagged a race condition our team missed for months. The runtime watchdog catching stuff static analysis skips is the real hook here, nice work.
The tree-sitter plus PageRank thing is genuinely clever, reviews caught a layering issue in my repo that diff-only tools always miss. Runtime watchdog is a nice bonus for catching weird prod issues.
the tree-sitter + PageRank combo for codebase context is genuinely clever, most reviewers skim diffs and call it a day. also the cat naming alone shows whoever runs marketing gets it.
genuinely curious about the threat model for the tool itself here, not the code it's reviewing. a security product with BYOK repo access plus a runtime watchdog is now holding your secrets and your production visibility in one place, which makes it a pretty attractive single target if it's ever compromised. is the runtime watchdog reading logs/metrics only, or does it have any write access to prod, and how is the BYOK key scoped so a breach of LGTM itself doesn't cascade into everything it's watching
the cat pun made me actually smile while reading a security tool description, which feels like an impossible feat. the runtime watchdog angle is a genuinely smart differentiator from the usual diff-only reviewers cluttering the space right now.
the full codebase indexing is what sold me on this, hope you can also let teams whitelist certain paths so the watchdog doesnt flag legacy stuff that cant be fixed right now
The PageRank trick is genuinely clever, my reviews actually caught a stale import that diff-only tools always miss. 16 detectors is a lot but the runtime watchdog is the part that sold me.
About LGTM — Looks Good To Meow on Product Hunt
“Security-first AI that reviews entire repo, not just diffs”
LGTM — Looks Good To Meow was submitted on Product Hunt and earned 15 upvotes and 16 comments, placing #36 on the daily leaderboard. LGTM reviews every pull request with specialized AI agents, runs 16 CI/CD security detectors, and ships a Runtime Watchdog that catches what static analysis misses. Unlike diff-only reviewers, it reads your entire codebase (tree-sitter + PageRank) so reviews understand context, not just syntax. Built for 5–50 dev teams. 🐱
LGTM — Looks Good To Meow was featured in SaaS (43k followers), Artificial Intelligence (473.1k followers), GitHub (41.3k followers) and Security (2.7k followers) on Product Hunt. Together, these topics include over 184k products, making this a competitive space to launch in.
Who hunted LGTM — Looks Good To Meow?
LGTM — Looks Good To Meow was hunted by looksgoodtomeow. 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.
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