The Classifier Is Off

The charitable interpretation is that codex-auto-review has been deprecated as more is routed to guardian-v2, which was never displayed. But removing auto-review from analytics while also keeping guardian-v2 invisible is nuts. If we’re charged for it, we should obviously be able to see it in analytics.

I had Claude Code for web experiment with smolvm as a code execution sandbox Fable 5 spotted that its environment couldn't run that (no /dev/kvm)... so, without asking me first, it wrote a GitHub Actions workflow to run the experiments and pushed that directly to GitHub instead!

Teams are using the open-source Codex harness to bring agents into the tools they already use, from internal apps to operations dashboards. Their applications control the interface, context, tools, and approvals while the harness handles the agent loop. https://t.co/shi2vwqxh4

If you're curious about what's happening with the new harness in Pi, a lot of activity is taking place in the dev branch and not on main :)

事实上，只有 deepseek harness 能进生产，codex 和 claudecode 这种黑箱产品，IT 安全都过不了内部审计。