Production-grade design blueprint for stable, effective AI agents — system design, tool design, context/memory manageme…
Production-grade design blueprint for stable, effective AI agents — system design, tool design, context/memory management, pre-action verification, security hardening, observability, human-in-the-loop, and evaluation. Use proactively whenever designing, building, hardening, auditing, debugging, or shipping any agent or agentic system — tool/function definitions, MCP servers, multi-step or autonomous workflows, model routing, agent memory, guardrails, agent failures, voice agents, workflow-automation agents, or agent-based client deliverables. Trigger on agent, agentic, autonomous, tool use, MCP, orchestration, subagent, agent eval/failure/hardening — even without "best practices" asked. Default is passive reference — surface only relevant principles. On "walk me through agent design" or "phase this build," run the phased workflow explicitly.
superlogicai
cli
free
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