LLM APIs in Agent Loops: What Actually Breaks at Scale

Beyond benchmarks: how Anthropic, OpenAI, and Google AI actually behave when your agent is running autonomously at 2am. Tool calling fidelity, rate limit compliance, and recovery under pressure.