Code Quality

Coverage Was Always Theater. Agents Made It Free.
When an agent writes both the code and the tests, you get a closed loop with nothing checking it from outside — and a coverage number that goes up. …

Human Review Is Scarce Now. Stop Spending It Line by Line.
Do the maths on your review capacity and the answer is brutal: most teams passed it long ago and are covering the gap with approval theater. …

Stop Reviewing Code. Start Reviewing Evidence.
Agent-heavy teams ship twice the PRs at more than twice the size, and reviews wait almost five times longer for pickup. The review model built for …

The Vibe Coding Backlash Is Right. Seniors Are Losing the Argument Anyway.
·1323 words·7 mins
Forbes just said vibe coding will break your company. Senior engineers are organizing against it. The data is on their side: independent audits keep …

AI Makes Code Cheap to Produce. Not Cheap to Own.
·700 words·4 mins
AI accounts for 42% of committed code. 96% of developers don’t fully trust the output. Only 48% always verify before committing. The gap between …
