Snowtree – Review-Driven Safe AI Coding for Rust Monorepos

Summary: Snowtree is a framework by Databend for integrating large language models into Rust monorepos, enabling AI-assisted code generation and refactoring with enforced line-by-line human reviews to maintain code quality and reduce technical debt.

What it does

It uses isolated Git worktrees and raw CLI commands with models like Codex, Claude Code, and Gemini to safely generate and refactor code while enforcing detailed human review.

Who it's for

Developers working on large-scale Rust monorepos seeking AI-assisted coding with strict review processes.

Why it matters

It ensures code integrity and mitigates technical debt by combining AI assistance with rigorous human oversight.