Agent Design Reference

Always set max_iter and cost budget. Validate tool arguments. Catch tool errors and feed as observations. Trace every step. Human-in-the-loop for destructive actions. Output guards on tool results (injection via tool output). Deduplicate tool calls. Reflect before final answer. Fallback to deterministic path on failure. Per-tool timeout. Circuit breaker on downstream failures.