Codex vs Claude Code: two agents on one codebase
I run Claude Code and Codex daily, sometimes on the same repository. My session logs show the context cost, while the working tree shows the coordination cost.
Claude Code skills: building a workflow that runs itself
The control layer of my work system is markdown and small scripts. How a workflow combines Claude Code skills, rules, model routing, and parallel sub-agents.
Splitting an AI pipeline between Python scripts and the model
Python handles parsing and deduplication in my inbox pipeline. The model gets the prepared text and extracts summaries, decisions, and action items.
How to organize small teams working with AI agents
I expect AI-assisted teams to become smaller and organize around complete workflows. The model works only when the pod owns the outcome and runs what it builds.