AI & Machine Learning

Claude Got a Video Task. It Put 161 of OpenAI’s Codex Sessions to Work

One user says Claude Code turned a 63-second video request into 161 Codex sessions—and kept the boss job. The screenshot shows a plan for 700 frames.

By Daniel Mercer Edited by Samantha Reed Published: Updated:
Claude Got a Video Task. It Put 161 of OpenAI’s Codex Sessions to Work
A Claude Code user says the assistant delegated video frames to 161 Codex sessions while coordinating the workflow itself. Photo: Solen Feyissa / Unsplash

Key Notes

  • Ananth says Claude Code used an existing Codex installation to launch 161 sessions for a 63-second animation task.
  • The attached screenshot shows a plan covering 700 frames, but does not independently verify completion, concurrency or total cost.
  • Claude reportedly coordinated memory, failures and assembly, making the episode a playful example of one AI system delegating work to another.

Ask an AI to make a short video and, apparently, it might discover a passion for management. One Claude Code user says Anthropic’s assistant found Codex installed on his computer, put OpenAI’s software to work generating images and kept the coordination job for itself. Congratulations, Claude: straight from chatbot to department head.

The user, Ananth, described the experiment on X on October 14. He had asked Claude Code to recreate a 63-second video in a particular animation style. According to his account, Claude recognized that it could use Codex’s built-in image generator and launched 161 Codex sessions to produce the frames.

Claude’s own responsibilities reportedly included managing RAM, dealing with failures and assembling the output. So the joke is not quite that it did nothing. It gave itself the job with the most meetings, except the meetings were probably shell commands.

A One-Minute Video Acquires an Organizational Chart

The attached screenshot shows a plan for 161 sessions covering 700 frames. It also describes splitting shots into more even batches before launching them, because some sessions would otherwise receive only one or two frames. Even in a ridiculous-sounding production pipeline, somebody has to distribute the workload.

The number needs a little unpacking. Ananth reports 161 Codex sessions, which does not establish that 161 independent agents were running simultaneously. The screenshot records a plan; it is not a complete execution log, a finished-video comparison or an audited bill. We have not independently reproduced the run.

There is also no evidence in the post that Claude broke into an OpenAI account or secretly acquired a subscription. The account says it noticed an existing Codex installation. The entertaining part is the choice to delegate across rival companies’ tools: Anthropic provides the supervisor, OpenAI gets the frame-generation assignment, and the human gets to wonder when this became a staffing decision.

The Promotion Comes With a Budget Question

Whether the approach was brilliantly resourceful or spectacularly overengineered depends on information the post does not supply: the final result, elapsed time, failed attempts and actual usage consumed. A large session count makes an excellent social-media headline. It does not, by itself, prove that the work was faster or cheaper.

The arrangement has a more cheerful tone than the GPT-6 monitoring incident we covered, in which a supervisory agent reportedly stopped a worker after an off-target SSH attempt. Here, the supervisor’s reported job was production coordination. Both accounts make the division between doing a task and supervising it unusually visible.

And after the bot-to-bot interview that descended into repeated goodbyes, an AI apparently discovering delegation feels almost reassuringly corporate. We have automated the awkward meeting. Now we have the manager who turns one request into a small department.

Ananth’s story is an anecdote about one workflow, rather than proof that Claude routinely recruits OpenAI software. But it supplies a wonderfully silly picture of the agent era: you ask for a minute of animation, and your assistant comes back with a production plan, 161 sessions and a suspiciously comfortable place at the top of the chart.

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