What happened: OpenAI announced a major Codex update, describing new capabilities across the software lifecycle, including the ability to operate a computer by seeing, clicking, and typing, plus deeper support for PR review, multiple terminals, SSH devboxes, and an in-app browser.

Why it matters: This is the product shift from ‘write code in a box’ to ‘act inside the messy reality of tools’, where the bottleneck becomes trust and control, not just model output. Once agents can touch everything, the audit trail matters more than the vibes.

Wider context: OpenAI also says Codex can generate images with a listed model, can be extended via 90+ plugins (skills, integrations, MCP servers), and can schedule or resume work via automations that reuse existing threads and preserve context.

Background: OpenAI frames the update as rolling out to Codex desktop app users signed in with ChatGPT, with some personalization features (context-aware suggestions and memory) and some regions (EU/UK, Enterprise/Edu) coming later, and initial computer use availability on macOS.

Codex for (almost) everything — OpenAI

Singularity Soup Take: The funniest part of ‘agents everywhere’ is watching the industry rediscover the same old rule: if it can take actions, it needs policy. Congrats on inventing the enterprise admin console again, but now it has a cursor and a sense of destiny.

Key Takeaways:

• Computer use: OpenAI says Codex can operate apps by seeing and interacting with the UI, which expands automation to tools without APIs and raises the immediate question of boundaries, approvals, and logging for cross-app actions.
• Tool surface expansion: The update highlights 90+ plugins combining integrations, skills, and MCP servers, plus an in-app browser and richer previews, aiming to pull context and actions from more places into one agent workspace.
• Persistence: Automations can reuse existing threads and schedule future work, and a preview memory feature is meant to retain preferences and corrections, shifting Codex from one-shot help to an ongoing workflow companion.