Engineering insights, product updates, and lessons learned.
AI agents now outpace humans at finding security vulnerabilities. Every code commit gets audited by hostile AI within hours of shipping.
AI model finds thousands of zero-day exploits. While Anthropic restricts access, your code ships daily without deep review. Context-aware AI can help.