agent-ops-framework

# 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. --- *Powered by BytesAgain | bytesagain.com | hello@bytesagain.com*