Ducklab

Self-hosted harness that runs a project's full dev cycle across several LLMs

Desktopfreeglobal

Ducklab is a self-hosted harness that runs a project's full development cycle — requirements, spec, plan, build, review, release — using several LLMs in fixed roles, gated by real test verification that only the operator signs off. It can be driven from a CLI, a desktop app, or other agents via MCP. It's for developers who want AI-assisted development to go through a genuine, test-gated process.

Website

Full match profile

Behind the summary, Matchbox keeps a richer profile of Ducklab - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

Claim Ducklab to unlock →

Something wrong with this listing — dead link, not a real product, wrong info?

Try Matchbox with your own problem

Describe what is not working - we’ll show you whether Ducklab (or something else) actually fits.

Try a problem