Design, review, or improve agentic systems with LLM loops, tools, memory/state, handoffs, subagents, guardrails, tracing, evaluations, or agent prompts. Use for agent architecture, agent implementation plans, prompt/skill design for agents, tool-contract design, multi-agent vs single-agent decisions, production-readiness reviews, and avoiding no-op agent instructions.
