▸ briefing
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.
→ 3 actionable takeaways
- 1. Use stateless agent workers for scale
- 2. Redis for conversation memory
- 3. Structured outputs reduce parsing errors