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A funny thing happened after I finished my new white paper, Software Manufacturing.
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In February I stopped talking to my coding agents in chat and built a loop instead.
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Most conversations about AI maturity are really conversations about capability.
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Over the past year, the AI community has become very good at packaging expertise.
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The scaling law is breaking: more software no longer requires more engineers.
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We finally learned that the prompt was not the product.
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We have stretched the word "agentic" so far that it now includes almost anything with an LLM, a tool call, and a diagram.
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The current AI conversation is obsessed with loops.
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Every major shift in software changes the unit of engineering.
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Every week, a new frontier model arrives with better benchmarks, larger context windows, and increasingly capable agents.
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Code was identity.
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Everyone is building AI agents.
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AI has made it dramatically easier to build software.
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In traditional engineering, determinism is real.
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Last year I explored the idea of FLUID software as a design philosophy.