AI

AI-Generated Code Has 2.74x More Vulnerabilities

Every era of software development has had the same coordination problem. Every era has produced a more capable tool. Here's the lineage.

AI is collapsing the project management hierarchy. The role it's creating — Portfolio Architect — doesn't look like what came before.

Frameworks solve syntax. Portfolio Architects solve delivery. The distinction is the difference between code that runs in a demo and code that ships to production.

45% of AI-generated code contains security flaws. 86% fails XSS. The illusion of correctness is the real risk — and it's hiding in plain sight.

The Tool That Writes Your Code Is Also Writing Its Bugs

Technical deep-dive on file conflict mechanics in multi-tool AI development and Forge's Rust lock manager

Azure's AI Agents Are a Lock-In Mechanism. Here's the Alternative.

Azure's AI Agents Automate Your Operations -- on Azure's Terms. Here's the Alternative.