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Kent Beck argues that trust, not code generation speed, is the binding constraint on software delivery in the AI era, and that XP practices like testing and pairing manufacture the confidence needed to release; he also promotes his upcoming paid class on trust-optimized AI-assisted development.
Petal 是一个开源的低延迟、高分辨率屏幕共享与远程控制工具，主打结对编程场景，支持多窗口同时共享、持久化房间，并可选择云端、自托管或自行构建部署。
The article argues that code review is often used to solve the wrong problems, suggesting that feedback should be shifted left through practices like pair programming and team design sessions, especially with AI increasing code output.
PairCoder++ introduces a pair programming paradigm where a Driver agent writes code and a Navigator agent reviews it using toolchain verification, achieving significant improvements across 17 benchmarks for generating charts, scientific figures, CAD models, 3D scenes, and other structured artifacts.
The article discusses how common CLAUDE.md rules copied from Andrej Karpathy cause Claude to become a yes-man, and a fix that adds permission for the AI to suggest better approaches.
The author describes a technique called 'Stream of Consciousness Driven Development' where during pair programming, they write a detailed markdown file exploring a problem and solution before making changes, to ensure both partners fully understand the reasoning.