#ai

2 posts

22 Points and Two Blind Spots: Estimating the Same Four Bugs Twice

Four cluster bugs, estimated independently through an LLM-systems lens and an SRE lens. They converged on three structural calls, disagreed on two numbers, and each caught a severe risk the other missed entirely.

git

Git Branching Strategy for AI-Assisted Development — Complete Visual Guide

Four real options, not two. GitFlow is too heavy for a codebase where AI agents open PRs continuously; GitHub Flow is too loose once AI-generated code needs a supervised gate before production. The strategy below, Integration-Gate Flow, is a Trunk-Based Development variant — it keeps TBD's short-liv