▸ cat briefing.md
Alfred walks through building production-ready AI agents using Laravel paired with Claude API. Covers tool use, conversation memory, and structured outputs. Key insight: treating agents as stateless HTTP workers with Redis-backed memory gives the best scalability.
--- takeaways ---
- > Use stateless agent workers for scale
- > Redis for conversation memory
- > Structured outputs reduce parsing errors