EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·Sep 3·5 min read
Which tools do Claude, Codex and Cursor choose? We measured 17k runs to find out
TL;DR
An analysis of 17,000 runs across 75 GitHub repositories revealed distinct preferences among coding agents Claude, Codex, and Cursor for programming languages and frameworks. The study highlights how tech startups utilize open-source tools differently than larger enterprises.
✦ Why It Matters
Evaluate your tech stack against the preferences of successful coding agents to optimize your development process.
Key Takeaways
- Different coding agents prioritize various sources for tool selection.
- Repository context significantly influences tool choice outcomes.
- Well-known services may not always be the best fit for your needs.
- Prompt specificity can alter the effectiveness of coding agents.
How It Works
The study utilized a simulated human to interact with coding agents, allowing for more realistic decision-making scenarios. This approach helped mitigate biases in tool selection, revealing that agents often favored in-house solutions when not prompted to consider third-party options.