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I learned a lot doing the retrospective on my Census of Government LLM development sprint. I tried to share most of it in this article, what worked, what went wrong, and how I am changing my work with LLMs moving forward.

Civilytics Consulting@civilytics.bsky.social

Getting good work from an AI agent on our Census of Governments API had more to do with planning, review and documentation than with how I worded prompts. The longer I kept steering a session past its opening instruction, the more often the agent admitted an error. 🔗

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