Agentic software factories already write, test, merge and deploy code, but people still design their shape. A Dynamic Factory reshapes itself from what it measures. Notes for engineering leaders, with the factory that builds Kiln as an early working example.
The 2026 shift from prompting an agent to writing the loop it runs inside. What loop engineering is, the building blocks, and the four non-negotiables that make a self-correcting agent loop trustworthy.
I built three pi extensions that work together to create the most productive AI coding workflow I've ever used. Here's how plan mode, worktrees, and multi-agent teams combine into something greater than the sum of their parts.
There's a quiet revolution happening in the engineering departments of the world's largest technology companies. According to recent industry chatter, FAANG-style organisations are actively refactoring their legendary monorepos — those massive, unified codebases that have been the backbone of their engineering culture for over a decade.
The reason? They're preparing for what insiders are calling "infinite agent code."