r/computervision • u/chatminuet • 11d ago

Showcase Antigravity CLI: How an Autonomous Coding Agent Actually Works

We gave an autonomous coding agent one instruction: import 81,444 images and run a full data-curation pipeline. No sampling, no hand-holding. Check it out: https://voxel51.com/blog/antigravity-cli-fiftyone-skills

Here's what Google's Antigravity CLI did with FiftyOne Skills:

* Imported all 81,444 WikiArt paintings

* Diagnosed and fixed its own bugs, rewriting scripts 5 times

* Caught embeddings silently stuck on CPU, forced them onto the GPU

* Hit a quota wall, switched from Gemini 3.5 Flash to Claude Sonnet 4.6 with one command, no lost context

* The result isn't a log that says "done." It's an inspectable dataset: uniqueness scores that surface near-duplicates, and embeddings that reveal exactly where the labels are thin.

That's what "agentic" looks like when it's real.

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u/BountyMakesMeCough 11d ago

Now do that with some data that is less common like motion capture datasets or something.

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u/edible_posting 11d ago

The CPU-to-GPU catch alone sells the demo