We’re launching Lyria 3.5 in Google Flow Music, with advances across musicality, lyrics, vocals, and creative control
deepmind.google·6d ago
AI Engineering
Hacker News·Jun 21·5 min read
Show HN: CleverCrow: give tokens to your favorite projects
TL;DR
Open-source projects often struggle with managing contributions, leading to a flood of low-quality pull requests (PRs). CleverCrow is a tool that allows community members to fund specific issues, enabling maintainers to approve contributions on their terms.
✦ Why It Matters
Engineers can leverage CleverCrow to enhance code quality and community engagement in open-source projects.
Key Takeaways
- Use CleverCrow to manage community contributions effectively.
- Encourage community funding for specific project issues.
- Review and approve code changes before merging.
- Utilize dry-runs to assess the agent's planning process.
Full Summary
Open-source maintainers frequently face challenges with managing contributions, particularly when random contributors submit low-quality pull requests (PRs). CleverCrow addresses this issue by allowing community members to financially back specific issues in a project, creating a funding pool for development.
Maintainers can approve plans and review code changes before they are merged, ensuring that only high-quality contributions are integrated. The agent operates in a credential-less sandbox, drafting plans without direct access to the codebase, which allows for iterative refinement.
The first five dry-runs are free, enabling maintainers to observe the agent's planning and coding process without any risk. As community members pledge funds, CleverCrow keeps track of the funding pool, allowing maintainers to decide which issues to tackle.
This model empowers maintainers to direct the development process, ultimately leading to a more organized and efficient workflow.