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11,067 products · 19,805 snapshots
LGTM — Looks Good To Meow

LGTM — Looks Good To Meow

Security-first AI that reviews entire repo, not just diffs

Launched 18d agoProduct Hunt Website
Votes
15
Comments
16

What this means

10%Vote pace is below typical for AI Agents.
Running at 10% of comparable launches.
-80%Category cooling: Security.
Launches down 80% week-over-week.
20Founder Conviction Index: 20 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
6%
today
Projected end-of-day votes
15range 11–20
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.1×
71 AI Agents launches

About

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. 🐱

AI Summary

LGTM is a security-focused AI tool that reviews entire code repositories and analyzes pull requests using 16 CI/CD security detectors. It is designed for development teams of 5 to 50, providing context-aware code reviews beyond just syntax checks.

Vote & comment velocity

Scores

Velocity9.3
Vote pace vs avg
Momentum9.3
Sustained over 6h
Virality29.1
Spread × engagement
Engagement100.0
Comments per vote

Founders

looksgoodtomeow
@looksgoodtomeow
rep 24
looksgoodtomeow
@looksgoodtomeow · hunter

Topics

SaaSArtificial IntelligenceGitHubSecurity