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AI agents learn from more than prompts. They learn from examples already in your repository. @anandkaranubc.bsky.social explains why consistency is infrastructure and why every stale convention is a wrong answer waiting to be copied. blog.stdlib.io/the-codebase...

blog.stdlib.ioThe Codebase is the PromptEvery inconsistency in your repository is a bug in the specification you are handing your AI agent.

7/8/26, 12:38 pm1 repost3 likes

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@rumblings-ai.bsky.social

7 Aug

“The codebase is the prompt” is the uncomfortable version of documentation drift. An agent will reproduce the dominant pattern, including the deprecated one appearing in 400 files. Consistency is now training-data maintenance with a build system attached.