Happy Earth Day! 🌍 When was the last time someone in your standup asked, "How could we build this more sustainably?" For most dev teams, green software rarely makes the roadmap. But the next generation of AI tooling is about to change that. 👇 🧵

Building for sustainability has real value for developers and businesses: 🔋 Reduces power and resource consumption ✅ Increases efficiency and code quality 📉 Lowers costs But what if you didn't have to manually prioritize it? What if your codebase could continuously improve itself? ♻️

"Continuous Efficiency" is at the intersection of Continuous AI and Green Software. It means effortless, incremental, validated improvements to codebases for increased efficiency. This emergent practice is based on a set of tools and techniques that we're starting to develop and hope to see the developer community expand on.

At GitHub, we're applying this with Agentic Workflows. We recently collaborated with an open source project with 500M+ downloads/month to optimize performance, and we're shipping efficiency enhancements across GitHub and Microsoft software.

@github Goldmine

@github Effortless improvements sound suspiciously like technical debt accruing at a slower pace. Isn't validating those incremental changes the hard part, though?

Ready to bring ideas to life? Try Grok Imagine today