EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·24d ago·5 min read
Code Scans
TL;DR
Code Scans is a new tool that transforms broad engineering goals into actionable codebase improvements, enabling teams to efficiently identify and implement changes. Early users have reported significant reductions in compilation times and improved SEO metrics.
✦ Why It Matters
Start using Code Scans today to optimize your codebase and address engineering goals effectively.
Key Takeaways
- Type /scan in Devin to start a code investigation.
- Define specific goals for targeted code improvements.
- Leverage findings to create pull requests for review.
- Use Code Scans to address long-standing engineering questions.
How It Works
Code Scans operates in four phases: planning, sharding, mapping, and reducing. First, it defines rules to identify relevant code.
Then, it divides the codebase into focused batches for parallel analysis by agents. Finally, it consolidates findings into a prioritized report, ensuring comprehensive coverage.