EU AI Act

Series Orientation: This article is Part 5 of the AI Code Review & Vibe Coding series, presenting the security threat model for AI-generated code. For the automated review pipeline that runs these security checks, see Part 4 — Building the Review Pipeline. In 2025, security researchers introduced a metric that should permanently reshape how engineering teams think about AI-generated code: AI-assisted code exhibits 2.7× higher vulnerability density than carefully reviewed human-written code. Not because AI is uniquely incompetent at security — it is not — but because the patterns of failure are systematic, predictable, and concentrated in exactly the areas that automated detection is weakest. ...

Series Orientation: This article is Part 6 of the AI Code Review & Vibe Coding series, looking at team governance and developer career paths. For the preceding security chapters, see Part 5 — AI Code Security. As highlighted earlier in this series, the METR study (2025) revealed a striking paradox: experienced developers using AI tools were actually 19% slower on complex real-world tasks, even while believing they were 24% faster. ...

xAI retired Grok 3 and its entire legacy lineup — then launched Grok Build, a local-first coding agent where source code never leaves your machine. OpenAI ended its Azure exclusivity arrangement; GPT-5.5 is now available on AWS Bedrock. Anthropic closed a $1.5B JV with Blackstone, Goldman Sachs, and Hellman & Friedman to embed Claude directly inside financial institutions. The EU AI Act Omnibus extended high-risk deadlines — but the August 2026 transparency obligation is unchanged. Meta went two-track: open Llama 4 for the ecosystem, closed Muse Spark for itself. And in three days, Google I/O resets every AI roadmap on the planet. ...