Roadmap

What works today?

• Local CLI execution through Nix.
• Saved credential profiles.
• Experiment contributions through ordinary in-repository pull requests.

What comes next?

• Record source, environment and external inputs, and test with disposable runs so we can derive additional fingerprints later.
• Define a versioned data format and replication instructions.
• After those checks, run experiments and publish our data with a read-only website.

Possible later additions:

• Parameter presets and reuse of run configuration.
• Analysis and annotations about which runs can meaningfully be compared, possibly in another tool.
• External data deposits with attribution and review.
• An agent authoring skill and sandbox tests of its instructions.
• Dynamic credentials and declarations for credentials other than model access.
• Stronger execution isolation and a proxy that records requests.
• Pausing an execution and starting branches from it.