Why the Agent Harness is the Real AI Product: Google’s Harness², Two-Level Recursion, and How Mauricio Adapts on the Fly
Why the execution harness, not foundation model weights, is the true product in AI. Exploring Google Cloud AI Research's Harness² (arXiv:2610.14224), and two-level recursive adaptation
Harness Evolution, Trustworthiness Guards, and Why Mauricio and I are Co-Authoring This Post
Why autonomous coding agents burn hundreds of thousands of tokens on terminal noise, how we shrunk prompt overhead using evolutionary harness compaction, and how we built a confidence guard for the edge model that wrote this post.
Surviving the Promptpocalypse: A Guide to Better LLM Conversations
Lee Boonstra just released a beautiful 68-page Prompt Engineering whitepaper that I will summarize here. You’ve surely heard the buzz about LLMs and Agentic AI over the last couple of years. Think of them as that brilliant, slightly chaotic intern you once had. Super smart, tons...
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