Rewriting my agents: most steps are plain code, LLM only needed for one judgment call

Charming-Hawk-5760 · reddit · 2026-10-05

The author runs a few personal agents (server monitoring, site caretaking, Telegram replies) and realized most of the work doesn't need an LLM. After rewriting: plain code drives the job, and the model is called only for the one step of reading text and making a decision, with answers validated against a schema. It's also much cheaper — steps that need no reasoning are free. The author asks whether others found the same, or if there are cases where letting the model pick every step actually paid off.

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