EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Lobsters·Aug 11·5 min read
An inter-mesh deployment pipeline
TL;DR
A connector was developed to bridge staging and production environments for 72 applications, ensuring consistent deployment and testing. This tool allows production to request builds and updates from staging, creating an auditable log of changes.
✦ Why It Matters
Implement a connector to ensure consistent deployment practices between staging and production environments today.
Key Takeaways
- Create a connector for staging and production environments.
- Use proc-mesh for secure, limited privilege operations.
- Log all deployment actions for auditability.
- Implement bulk tasks to synchronize environments effectively.
How It Works
The connector allows production to request staging to build and test components, ensuring that staging is actively used. The 'proc-mesh' component runs with minimal privileges, enhancing security by preventing unauthorized network access during deployment.
⚠ The Catch
The connector currently cannot deploy itself and relies on an older deployment method, which may limit its efficiency.