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deepmind.google·6d ago
AI Engineering
Lobsters·Jun 13·5 min read
I'm open-sourcing Bottega, our internal coding agent orchestration tool
TL;DR
Software development often struggles with long lead times and inconsistent code quality. Bottega, an internal coding agent orchestration tool, was developed to automate code writing, allowing human oversight in planning and review.
✦ Why It Matters
Engineers can adopt agent orchestration tools like Bottega to enhance coding efficiency and maintain high code quality.
Key Takeaways
- Explore agent orchestration tools for coding tasks.
- Implement human oversight in automated workflows.
- Measure lead time and code quality improvements.
- Consider open-sourcing internal tools for community benefit.
Full Summary
In software development, teams frequently face challenges related to lengthy lead times and variable code quality. To address these issues, Bottega was created as an orchestration tool that utilizes coding agents, specifically Claude Code, to automate the code writing process.
Over the past year, the team has implemented a workflow where humans are responsible for planning and reviewing, while agents handle the actual coding tasks. This approach has resulted in the successful completion of 1000 user stories, with all production code being generated by agents for the last eight months.
The methodology emphasizes the importance of human oversight while leveraging automation to enhance efficiency. The findings indicate a significant increase in development velocity and overall code quality, demonstrating the effectiveness of this hybrid workflow for software engineering teams.