EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·8d ago·5 min read
I stopped reviewing my agents' code. Here's what I do instead
TL;DR
A software engineer shifted from reviewing code to collaborating with AI agents, resulting in 562 merged pull requests in two weeks. This approach emphasizes setting clear goals and guardrails, allowing agents to work autonomously.
✦ Why It Matters
Try letting an AI agent handle a low-risk feature without code review to build confidence.
Key Takeaways
- Set clear goals and guardrails for AI agents.
- Review plans instead of code to save time.
- Merge code in small increments to reduce risk.
- Use AI to tackle broader business problems, not just coding tasks.
How It Works
The workflow begins with planning sessions with the AI agent, where the engineer outlines the project goals and challenges. The agent then coordinates the work, using sub-agents to execute tasks while maintaining a clean context.
Merging occurs in small, manageable pieces, allowing for continuous testing and validation through CI processes.