Seroter's Daily Reads: Agent-Friendly APIs, LLM Judges, and Ambient Quality Agents
rseroter · x · 2026-10-10
Richard Seroter's #885 daily reading list focuses on techniques over products:
- Agent-friendly APIs: agent calling patterns force a rethink of API design assumptions for scalable AI applications.
- LLM judges in production: keeping an LLM-as-judge trustworthy still requires curated training data — humans remain in the loop.
- Ambient quality agent: "all green" dashboards can hide a failing production AI agent; a quality agent can surface those signals.
- AI skills: strategic/systems thinking plus judging AI output will matter most; teams too busy to experiment with AI risk being replaced.
- Also: Deno joining Cloudflare, with support expected to wind down in 12 months.
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