A developer created VulnGraph, a deterministic vulnerability oracle for AI coding agents that turns continuously changing vulnerability intelligence into verified, content-addressed snapshots. The too…
A developer who reviewed a dozen AI-heavy projects identified common problems in AI-generated frontend code, including infinite API call loops, missing debouncing in search bars, and over-fetching dat…
A developer warns that monorepos, while centralizing multiple packages and services, create a security blind spot because a single repository can contain many different dependency trees with varying r…
Kilo Security Agent uses AI-powered reachability analysis to reduce false positives in dependency alerts, addressing the problem that over 90% of flagged vulnerabilities are not exploitable in practic…
A developer argues that AI-generated code should be treated like third-party code, applying the same trust model used for open-source libraries. The developer proposes building a "trust stack" of foun…
The article argues that AI-generated code should be treated like third-party open-source libraries, which teams trust without reviewing every line. This trust is built on a "stack" of foundational agr…