building-agents-with-the-api

Reference for building directly on Anthropic's Messages API: request anatomy, multi-turn state, system prompts, temperature, streaming, forced structured output via prefill+stop sequences, prompt evaluation (datasets, model/code graders), prompt engineering technique, custom tool use end-to-end (sch