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To Bin or Not to Bin: A Tutorial on Fast Feedback Loops for AI Capabilities

AI · Practice · 2026-10-31 13:20

Using the small problem of which bins to put out tonight, the author walks through the progression from a first prompt to a scheduled agent with automated checks to pure code with no model at all, validating each stage with the same set of checks.

Source: alexhans.github.io


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