12-Factor Agents in Practice: LangChain/LangGraph and Agno/AgentOS
A source-audited translation of HumanLayer's 12-factor agent principles into practical LangGraph and Agno/AgentOS architecture, with production-minded Python examples.
24 min read
Production
A topic hub collecting every article tagged Production. Use it to explore related posts and follow this theme across the site.
3 articles
Explore More Topics
Designing Subagents in the Cloud: Agno vs LangChain vs AI SDK
A practical, source-audited guide to designing subagents for real cloud workloads, with concrete patterns and tradeoffs across Agno, LangChain, and Vercel AI SDK.
14 min read
Stateful vs Stateless Agents in Production: AI SDK, LangChain, and Agno/AgentOS
A source-audited, architecture-first guide to deciding where agent state should live in production, with code examples in Vercel AI SDK, LangChain, and Agno/AgentOS.
16 min read