Wednesday, August 19, 2026 · San Francisco
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Based on enterprise adoption data, news coverage & editorial analysis · Not investment advice · Updated weekly

Repo Radar: deepsec, the One Repo Worth Your Week

Repo Radar #14 covers one repo instead of five: vercel-labs/deepsec, the Apache-2.0 security harness that turns coding agents loose on an entire codebase and exports findings as tickets. It cleared 7,754 stars, but the number that matters sits in Vercel's own DeepsecBench, where the best model found 30.7 percent of known vulnerabilities and 20 of 25 runs came in under 20 percent. What that ceiling means for teams buying agentic security tools, and why attackers face an easier bar.

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