Malte Ubl
Vercel
1 episode on Chain of Thought
Malte Ubl is the CTO of Vercel. On Chain of Thought he shared Vercel’s playbook for moving AI agents from a quick proof-of-concept to production, covering eval-driven development, debugging chaotic agents with tracing, and why prompt injection calls for tool constraints rather than the usual defenses.
AI AgentsAI Evaluation & ReliabilityEnterprise AIAI SecurityAI Coding
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In their words
avoid kind of the extra cost, extra latency from the LLM call, and you just don't need it. If you get your eval to be so good that it always does the right thing in the initial turn, then you just don't need the LLMS charge kind of in your in your primary eval loop.
Vercel's Playbook for AI Agents: From Vibe Check to Production | Malte Ubl