Cursor + Claude Opus 4.6 wiped PocketOS production data in 9 seconds. The AI confessed. But the real failure was three architectural sins, not the model.
Anthropic writes 100% of its code with AI and Google reacted. Pocock and Huryn explain why: AI productivity is a codebase property, not a model property.
Adam Miller says Goose is neutral plumbing and the enablement layer is where engineering belongs. Hannah Stulberg's DoorDash Team OS proves exactly the opposite.
Cognition paid $250M for Windsurf so Devin can open PRs while you sleep. Cursor bet the opposite. The real bottleneck is review capacity, not code.
Axios was hijacked to deploy a RAT. Claude Code's source leaked via source maps. Same registry, same day — two failure modes your team needs to understand.
41% of code shipped in 2025 was AI-generated, with a 1.7x higher defect rate. Your review process assumes the author understands the code. That's over.
A founder lost $87,500 because his AI generated working code without questioning security. AI tools answer what you ask, not what's missing.
WebMCP is the W3C protocol that lets AI agents use your site's features directly — no scraping, no screenshots. Here's how it works and why it matters.
Static scanners catch known patterns but miss context-dependent vulnerabilities. How AI-powered code analysis closes the gap for mid-market companies.
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