The Tool-Calling Agent Loop: ReAct as It Actually Ships
·7 min·AI
The 2022 ReAct paper parsed thought-action-observation from free text. Production agents today use native tool-calling, a step budget, input and output guardrails, and explicit handoff handling. The simple loop earns its hardening.