Builder Log
20 notes on this leg
Builder Log is where I document experiments with agentic AI, automation workflows, local systems, and the messy work of making useful tools reliable. These notes are less about the tool itself and more about what the build teaches.
OpenAI’s 10,000-Agent Math Run: Why a Formal Proof Still Needs Independent Review
OpenAI has released a claimed Navier–Stokes solution and Lean formalization. Here is how to separate agent scale, proof checking and…
ChatGPT Images 2.5: A Seven-Image Gallery of Roads, Agents and Ideas
Seven GPT-Image-2.5 examples inspired by riding, AI agents and useful workflows—with exact prompts and a controlled before-and-after edit.
Human in the Loop, on the Loop, or over the Loop? A Plain-English AI Oversight Guide
Approval, monitoring, and governance are different jobs. Use this practical comparison to assign human oversight to the actual risk of…
AI Agent Productivity Metrics: What OpenAI’s 3.1 Agent-Workdays Actually Tell Us
OpenAI’s agent-runtime figures show growing automation capacity. Here is a practical scorecard for measuring accepted work, review effort, and actual…
Where Should Your AI Agent Actually Live? A Plain-English Guide to Choosing an AI Agent Hub
Where Should Your AI Agent Actually Live? A Plain-English Guide to Choosing an AI Agent Hub For about two years,…
Microsoft Just Gave Helpdesks a Key to Every Unattended Windows PC — Here’s the Governance Question That Comes With It
Microsoft shipped something this week aimed squarely at IT helpdesks, not end users — which usually means it flies under…
Slack Just Put AI Coding Agents in Group Chat — Here’s the Governance Question Nobody’s Asking
Slack announced something this week worth pausing on — not because it's flashy, but because it quietly answers a question…
The One Missing Config Field That Broke an AI Agent (And How to Debug It in 5 Minutes)
Quick translation if you don’t build AI agents for a living: think of an AI agent as a program that…
Claude Code Just Turned Off the Permission Prompts — And the Data Says That’s the Safer Choice
Starting August 14, if you’re on Claude Code with a Pro, Max, or Team plan, new sessions default to something…
I Built a Cinematic Ride Video With AI — Here’s the Actual Workflow, and Where It Broke
I ran a 60-second motorcycle ride video through a full AI production pipeline recently — not a single “type a…
