Announcing MCP Toolbox Java SDK v1.0: Agentic data access for the enterprise
cloud.google.com·6d ago
Cloud & Infrastructure
The New Stack·Sep 2·5 min read
Vercel built a feedback loop that treats agent instructions like software
TL;DR
Vercel developed a new public prompt file called design.md, which enhances how agents receive instructions by treating them like software. This approach was validated through over 200 agent runs, leading to improved agent performance.
✦ Why It Matters
Implement structured prompt files in your AI projects to enhance instruction clarity and agent performance.
Key Takeaways
- Utilize public prompt files to standardize agent instructions.
- Implement systematic evaluation processes for agent outputs.
- Track recurring issues to identify areas needing refinement.
- Incorporate human feedback into agent guidance for better results.
How It Works
Vercel's design.md provides a structured approach for agents, detailing design decisions, prohibited patterns, and reusable styles. It incorporates a feedback loop that continuously updates guidance based on user input and performance metrics.