There's been a lot of excitement around uv, the Python package manager by Astral. But uv is more than just a faster pip. Because uv can interpret PEP 723 metadata, it behaves kind of like npm, where you have self-contained, runnable scripts. This combines nicely with Coiled, a UX-focused cloud compute platform. You can declare script-specific dependencies with `uv add --script` and specify runtime config with inline `# COILED` comments.
Compare that to something like AWS Lambda or AWS Batch, where you’d typically need to package your script and dependencies into a ZIP file or build a Docker image; configure IAM roles, triggers, and permissions; handle versioning, logging, or hardware constraints.
There's been a lot of excitement around uv, the Python package manager by Astral. But uv is more than just a faster pip. Because uv can interpret PEP 723 metadata, it behaves kind of like npm, where you have self-contained, runnable scripts. This combines nicely with Coiled, a UX-focused cloud compute platform. You can declare script-specific dependencies with `uv add --script` and specify runtime config with inline `# COILED` comments.
Compare that to something like AWS Lambda or AWS Batch, where you’d typically need to package your script and dependencies into a ZIP file or build a Docker image; configure IAM roles, triggers, and permissions; handle versioning, logging, or hardware constraints.
Here's a video walkthrough: https://www.youtube.com/watch?v=0qeH132K4Go