EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Lobsters·Jul 28·5 min read
Replace Your CI With a Merge Queue
TL;DR
Transitioning from traditional Continuous Integration (CI) to a merge queue can enhance code quality by addressing the limitations of CI, especially for AI agents. This approach allows for more effective testing and reduces the burden on developers.
✦ Why It Matters
Consider implementing a merge queue to enhance testing and reduce errors in your development workflow.
Key Takeaways
- Replace CI with a merge queue for better testing.
- Ensure all tests run in the merge queue to prevent issues.
- Provide agents with a command to run tests without merging.
- Invest in powerful computers to support the merge queue.
How It Works
A merge queue is a script that manages code pushes to the main branch, ensuring all tests are executed before any merge occurs. This allows AI agents to run tests continuously, fixing issues in real-time and maintaining a stable codebase.