Stop Measuring Fast. Start Measuring Better AI is moving PR throughput. But throughput isn't the whole story. When the bottleneck moves, the pressure shows up somewhere else. Measure better, not faster.
Everyone owns quality. Nobody knows what that means When organisations cut QA headcount, they redistribute the work without redistributing the definition — and most of the time, nobody notices until production does.
Contract Testing Isn't the Hard Part Product teams mostly know the value of contract testing. The hard part is implementation. Where do they start? A reusable AI playbook — built on risk reasoning — can give them that starting point in minutes.
My Genie Got It Wrong: Evaluating LLMs for a RAG Chatbot How do you choose the right LLM for a RAG chatbot? I compared Llama 70B, 405B, and GPT-4 across 100 iterations. The AI agent's recommendation was wrong.
There are no bad testers only bad systems Avoid labelling people as good or bad testers, focus on how to improve the system
Why Software Teams Need Speed Limits Reducing the speed limit before a known bottleneck allows traffic to flow smoothly. While we feel we're going slower, we actually get to our destination faster. The same principles apply in software engineering.
Building Momentum for change in Enterprise Driving change in Enterprise requires relationship building and thoughtful communication.