-
The QA Layer Your AI Toolchain Won't Build For You
Five instruments for closing the gap between AI-assisted testing and actual quality assurance — mutation testing, property-based testing, negative test mandates, LLM-as-Judge, and not hollowing out your QA function.…
-
Can AI Test Thoroughly? Why the Industry Is Sleepwalking Into a QA Crisis
AI can generate a thousand tests in minutes — and that's exactly why teams are starting to mistake coverage for quality.…
-
Local Agents: Small Models, No Frameworks, One Bus
Most agent failures are scope failures — here's the minimal architecture that keeps tasks bounded, coordination simple, and the whole thing testable.…
-
Brain: Teaching Claude Code to Remember What You Already Taught It
Claude Code forgets everything when a session ends. After 30 days of building and using a session-to-knowledge pipeline, here's the architecture that makes corrections stick.…
-
What Is AI, Really? I Had to Explain It to My Daughter
My daughter asked me what AI is. Trying to explain it to her — simply, honestly — turned out to be harder than any technical interview I've ever done.…
Paul Brodner's Blog
Opinions are my own and not the views of my employer
Drawing the lines AI must follow