Humans Approve Intent, Machines Prove Conformance
The pull request was built for a world where a person wrote the diff and another person read it. Agents broke the first half. Now the second half is a queue …
Read more →building the agentic future in public
I run LLMs, robots, and gateways into production walls so you don't have to. Deep dives on the agentic mesh, agent runtimes, AI gateways, and the Kubernetes substrate that keeps autonomous systems honest — every post ships with a repo you can clone and receipts you can check.
The pull request was built for a world where a person wrote the diff and another person read it. Agents broke the first half. Now the second half is a queue …
Read more →There’s a new deal for homeowners in three cities. Your plumber is free. The price is footage. I’ve spent this series walking the connected house …
Read more →OpenAI spent hundreds of billions of tokens trying to break its own agent sandboxes, and its agents won often enough to patch a Kata Containers CVE, a gVisor …
Read more →Every system I’ve ever run had a bottleneck. Find it, and you know what to fix. Ignore it, and you spend money speeding up things that were never the …
Read more →I run most of my day through Grok Bot. It reads my GitHub, my mail, my calendar, my notes, and it chains those calls all day long. Every one of those MCP calls …
Read more →OpenAI’s “Patch the Planet” initiative spent two months coordinating a fix for two critical PHP flaws, collectively called PHP2Shell, before …
Read more →Every product I ever tested ended in the same place: a test report with a signature on it. The signature mattered more than the data. It said someone qualified …
Read more →Every robot spec sheet quotes speed, payload and accuracy. Almost none quote the number that decides how much a station actually makes: how long it takes to …
Read more →“If AI is going to eat the world, hardware will be its teeth.” Haomiao Huang, a founding partner at Matter Venture Partners, said that when the firm …
Read more →pydantic-ai shipped two security fixes on 2026-10-19. The one I reproduced, GHSA-xv4x-g8mx-ch56 , is a two-flag problem: include_content=False does exactly what …
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