daydream

Agentic code-review CLI that fixes issues and test-validates them while recording every run to train an open model.

Desktopfree

daydream is a free, open-source agentic code-review CLI that reviews a code change, applies fixes, and runs the test suite to validate the result, using the Claude Code CLI as its backend. It can also audit an entire repository and produce prioritized implementation plans. Every run is recorded as a structured trajectory, which the project uses as training data toward an open-weight code-review model. It targets developers and ML researchers working on automated code review.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of daydream - 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

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