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Nine months of agent work and almost all my problems were in the tool layer

This story is from 2026-08-21. It is preserved in the archive; the latest stories are on the live feed.

Not a structured post, just what I'd tell someone starting. The thing that took longest to accept is that inconsistent answers usually aren't a prompting problem. Ours came from tools returning paragraphs of text, which the model interpreted slightly differently on every run. Once I returned struct…

Read the full story at r/PromptEngineering ↗

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  1. 2026-08-21 13:19 · r/PromptEngineering
    Nine months of agent work and almost all my problems were in the tool layer

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