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8 June 20267 minSecure Coding: Symbiotic Code outperforms Claude Code on all metricsEngineering

16 September 202610 minWe Scanned 1,072 Vibe Coded Apps, 98% Had Security Flaws!Engineering

6 May 20263 minWe Built a Free Vulnerability Scanner for IDA Pro. Here's Why.News & releases

We Scanned 1,072 Vibe Coded Apps, 98% Had Security Flaws!16 Sept 202610 minEngineering

We Ran The Worlds 1st Secure Coding Tournament. Here's What the AI Actually Produced.16 Sept 20269 minNews & releases

Reaching Frontier Parity in Security Code Remediation with an On-Premise 22B Model16 Sept 202613 minNews & releases

Research Release: Deterministic Decompilation of Hermes Bytecode 16 Sept 20262 minNews & releases

WP2Shell, a WordPress vulnerability chain that turns schema desync into unauthenticated RCE4 Sept 202621 minEngineering

Secure Coding: Symbiotic Code outperforms Claude Code on all metrics8 Jun 20267 minEngineering

We Built a Free Vulnerability Scanner for IDA Pro. Here's Why.6 May 20263 minNews & releases

Announcing $10M in Seed Funding and the Launch of Symbiotic Code22 Jan 20264 minNews & releases

Vibe Coding Is Not Secured by Default: What a New Study Tells Us About AI‑Generated Code20 Jan 20267 minNews & releases

Symbiotic Labs

Our large-scale security research initiative on AI-generated code, vibe coding tools, and their real-world impact.

View the research