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Graph and Circumstance: Maestro Conducts Reliable AI Agents

When agent frameworks stall in the real world, the culprit is rarely just a bad prompt. It’s the wiring: missing validators, brittle control flow, no explicit state, and second-hop retrieval that never gets the right handle. Maestro proposes something refreshingly uncompromising: optimize both the agent’s graph and its configuration together, with hard budgets on rollouts, latency, and cost—and let textual feedback from traces steer edits as much as numeric scores. ...

September 11, 2025 · 5 min · Zelina