ENGINEERING
INSIGHTS.
Deep dives into security architecture, AI-assisted development, and building secure systems at scale.
Jan 31, 2026Glebs Medvedevs
92% adoption, but non-deterministic AI code evades scanners. CSA predicts a worsening 'hangover' this year.
Jan 29, 2026Glebs Medvedevs
Studies show 20-73% vulnerability rates in AI-generated code. VibeShield injects security policies to help mitigate these.