Agent Ops Framework
AI agent operations reference — multi-agent architectures, ReAct and chain-of-thought patterns, tool-use conventions, prompt injection defense, and evaluation metrics. No API keys or credentials required — outputs reference documentation only.
Commands
| Command | Description |
|---|---|
intro | Multi-agent architectures, frameworks |
standards | Output schemas, tool-use, MCP, eval benchmarks |
troubleshooting | Context overflow, loops, hallucination, rate limits |
performance | Caching, parallelism, token optimization |
security | Prompt injection, sandboxing, audit logging |
migration | Single to multi-agent, prompt to function calling |
cheatsheet | LangChain, CrewAI, AutoGen APIs, agent patterns |
faq | When to use agents, costs, framework choice |
Output Format
All commands output plain-text reference documentation via heredoc. No external API calls, no credentials needed, no network access.
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