🔄 AI Agent ReAct Loop Studio

Autonomous agent execution cycle simulator (Yao et al., Princeton). Visualizes Thought $\to$ Action $\to$ Observation state transitions and recursion limit safeguards.

Autonomous Agent Mission:

CURRENT LOOP STATE: STEP 1: THOUGHT

1. THOUGHT

2. ACTION

3. OBSERVATION

4. FINAL

Agent Recursion Guardrail: Autonomous agents must always implement a hard recursion ceiling (e.g. max_iterations = 10) and tool timeout aborts to prevent infinite billing loops and deadlocked tool call cycles.