About this site

Fresh Worktree is a place where I test the frontier of the outer harness, and tell you the results.

Loops, goals, graphs, multi lab, runners, labs telling us to strip back agent md files, orbs ? This is what I’m talking about.

There is a mountain of model benchmarks, and a small foothill on how to use those results in the outer harness.

It’s an independent publication, I don’t have any vested interests in any vendors.

Also, the frontier is moving too fast to cross check every combination of new releases.

So, by design, the testing will be high quality and prioritised by what's important to engineers in the moment.

To know what that is we will also interview engineers and publish their workflows  - DMs open.

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Fresh Worktree

Lets explore the outer harness together

New outer harness evaluations roughly monthly — same frozen test suites, real API costs, full methodology.

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