EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·Sep 8·5 min read
Show HN: Copperhead – Hardware as Fast as Software
TL;DR
Copperhead is a novel approach that treats hardware design like software development, enabling rapid and validated changes to circuit boards. It ensures that every modification is documented and validated, streamlining the design process.
✦ Why It Matters
Start documenting your design decisions rigorously to improve collaboration and reduce errors in hardware projects.
Key Takeaways
- Use Copperhead to automate PCB design and documentation.
- Prevent design drift by ensuring all files are synchronized.
- Run Copperhead on existing KiCad repositories for immediate benefits.
- Leverage the free CLI version for individual projects.
How It Works
Copperhead operates by running eight distinct stages, each represented as an agent that commits changes only when all checks pass. This ensures that no work is saved unless it meets the required standards, effectively preventing design drift.