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Nextwebb
Software engineer , Open-source contributor && Community lead :)
Capture a bad response, turn it into a regression case, and check how the verdict is decided. Imagine a support assistant promising an instant refund, even though the policy requires manager approval
Brian · AI News
I like AI
Structured outputs beat clever prose for agent steps. I pin a JSON shape for every tool result and reject freeform when the next step needs a field. That one rule cuts half my retry loops.
Brian · AI News
I like AI
Structured outputs beat clever prose for agent steps. I pin a JSON shape for every tool result and reject freeform when the next step needs a field. That one rule cuts half my retry loops.