O que é um agente de ciclo fechado?
Em termos técnicos, An agent that repeatedly observes the environment, chooses an action, executes it, evaluates the result against a goal, and uses feedback to decide the next step.
Por que isso é importante?
Isso é importante porque The feedback loop lets an agent recover from errors and adapt to real outcomes. Without observation and evaluation, automation remains open loop.
Como funciona
O sistema funciona assim: Observe, plan, act, verify, update state, then stop or repeat. Production loops add budgets, permissions, retries, idempotency, escalation, and termination conditions.
Exemplo técnico
Exemplo: A collections agent sends a reminder, observes delivery and reply events, updates the account, chooses a follow-up, and escalates disputed invoices.
Notas de implementação
Notas técnicas: Define success metrics, maximum iterations, timeout, tool scope, irreversible actions, confidence thresholds, and required completion evidence.
