Infrastructurepattern

Prompt files as the only "config that matters"

Classifier prompts buried in Python need a deploy to iterate. Move to prompts/*.txt and an inline /context editor; iterate daily without a deploy.

TierCCatalog — Pattern outlined, candidates for deeper work

EffortS · Days

Forany team running an LLM classifier in production

What

L1/L2/L3 classifier logic lives in prompts/*.txt, not in Python. The internal dashboard's /context page edits prompts inline so non-engineers can iterate on the classifier without a deploy. Separates prompt-iteration cadence (daily) from code-deploy cadence (weekly).

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