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The AI Rulebook: Programming Agents in Plain English

As AI agents move beyond simple chat interfaces, developers are adopting a new programming paradigm: the persistent rulebook. This episode explores how structured natural language files are becoming the "constitutions" for autonomous agents, defining everything from architectural styles to specific tool-use logic. We examine the friction between deterministic logic and probabilistic models, the technical hurdles of instruction drift, and the emerging need for automated "logic police" to validate English-based code. Episode 1447 — myweirdprompts.com/n/1447 (permanent short link…

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