Land: Using Determinstic methods for faster CI and merging Land launched a merge gate that sits between coding agents and the main branch, merging agent-pushed GitHub branches and rerunning only the tests a change could affect, with results returned as a commit status. Land selects tests through deterministic bookkeeping — recording which functions each test executes and comparing that against the functions a change touched — rather than AI guessing, so the same change always gets the same tests. The tool runs only affected tests for Python, Go, Ruby (RSpec with a committed Gemfile.lock) and TypeScript/JavaScript (vitest, node --test or mocha), while Jest, Rust, other Ruby, Java and Kotlin, PHP, C#, and C or C++ run the full suite on every change; users pay only for changes Land puts on main, refused pushes are free, and there is no free tier. For God's sake save some time on your merging and CI You are meant to do something bigger. land is the gate between your coding agents and main. Your agent pushes a branch to GitHub. land merges it with main, reruns only the tests the change could affect, and moves main if they pass. The answer comes back as a status on the commit. See how it saves time → https://useland.dev/how-it-works land picks tests by plain bookkeeping, not an AI guess. It records which functions each test actually runs and compares that with the functions your change touched, so the same change always gets the same tests. curl -fsSL https://useland.dev/install | sh land login land login signs you in with GitHub in your browser, once per machine. On an SSH machine it prints a link instead, and you type the code the page shows. Then pick a plan on the dashboard; land checks nothing until you do. Set up Install the land CLI and sign in On the machine your agents run on. It signs you in with GitHub and installs the land skill for Claude Code and Codex. curl -fsSL https://useland.dev/install | sh Add the repository, once In the repository. --dry-run shows what would upload: committed files only, no history, never .env . land finds the tests, installs the dependencies, and records which tests already fail. Languages: Python, Go, Ruby RSpec with a committed Gemfile.lock , and TypeScript/JavaScript vitest, node --test or mocha run only the tests a change can affect. Jest, Rust, other Ruby, Java and Kotlin Maven or Gradle , PHP, C , and C or C++ CMake or make run the whole suite on every change for now. Pass --test '