Visual State Engines for Opaque UIs
How to think about automating browser and canvas interfaces when the useful application state only exists as pixels.
engineering
My Codex App Workflow: Triage, Fix Threads, and Just Enough Research
The practical Codex app workflow I settled into: one long-lived Triage thread, one focused Fix issue-XXX thread per task, and separate Research threads only when they actually earn their keep.
Lead the LLM, Don't Let It Lead You
The value of LLM-generated code is in the prompt that produces it, not the output.