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Citizens without s
is wrong
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posts/2026-02-20-getting-nondeterministic-agent-into-deterministic-guardrails.md

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@@ -13,7 +13,7 @@ AI agents don't reliably follow your instructions. Here's how I made it hurt les
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My context:
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* I currently work on a 12-year-old Rails legacy code base
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* The code base is undergoing modernization. Some of the large Active Record classes have been split into smaller ones, each into its own bounded context. Events are becoming a first-class citizen in the code. We also pay close attention to keep direction of dependencies as designed by context maps.
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* The code base is undergoing modernization. Some of the large Active Record classes have been split into smaller ones, each into its own bounded context. Events are becoming a first-class citizens in the code. We also pay close attention to keep direction of dependencies as designed by context maps.
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* The client has a GitHub Copilot subscription. I mostly use Sonnet and Opus models.
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## The basic setup

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