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Uber open-sourced SubmitQueue, a high-performance speculative merge queue that validates multiple changes in parallel against predicted future states of HEAD to keep trunk green at scale.
This article argues that traditional CI fails for AI agents and proposes replacing it with a merge queue where all tests run before merging, allowing agents to fix issues before breaking the build.
PyTorch introduces a Cross-Repository CI Relay (CRCR) that automatically triggers and tracks CI in out-of-tree backends, providing a unified dashboard for CI health.
The author shares a TDD skill for AI agents to improve test writing, based on Kent Beck's Canon TDD, and provides a GitHub link.
The article discusses the problem of flaky tests in software development and proposes a simple mechanical habit: when using a merge queue, continue to run the full test suite on main and maintain a visible list of recent main failures to help identify and eradicate flaky tests.
Tophat by Shopify is a tool that lets you test mobile CI builds on any device without building locally.
Jenkins is a leading open-source automation server built with Java, used for CI/CD, testing, deployment, and automating development workflows.