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