AI Engineer · AI

How We Built an Agent That Improves Itself — Zubin Aysola, Weights & Biases

Weights & Biases' ARIA agent now helps build itself. Zubin Aysola, Senior Software Engineer on Weave, shows live how ARIA takes a production trace, turns it into an offline eval task, finds the bug (a missing SDK call), writes a fix and benchmarks the new version against the one in production. The core challenge, Aysola says, is that benchmarks, evals and agent configs all change together, so measurement has to be airtight. His team keeps the pro

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