AlphaEvolve: How Google Cloud’s Self-Improving AI Rewrites Code & Optimizes Your Infrastructure
1 months ago 高效码农AlphaEvolve: How Google Cloud Lets Gemini Rewrite Its Own Code and Why It Matters to Your Infrastructure “ Yes, a single Early-Access API now allows Gemini to propose, test and keep code changes that outperform hand-tuned baselines on real production bills of materials. Below is the complete play-book, straight from the private-preview documentation. What Exactly Is AlphaEvolve? AlphaEvolve is a cloud-native, evolutionary code-generation service that couples Gemini 2.0 (Flash for speed, Pro for depth) with user-supplied evaluation scripts. It repeatedly mutates an initial “seed” program, keeps the variants that improve a quantitative score, and returns a final patch ready for …
Gemini CLI Extensions: Transform Your Terminal into an AI-Powered Control Tower
3 months ago 高效码农Yes—Gemini CLI Extensions let you speak plain English to the shell and watch databases, design files, payment ledgers and K8s clusters bend to your will. Below you’ll learn what the framework is, why Google built it, how to install your first extension, how to write one, and what safety guard-rails matter in production. What Exactly Are Gemini CLI Extensions? Core question: “What is this new framework Google dropped in October 2025 and why should engineers care?” In short, Extensions are packaged adapters that teach the open-source Gemini CLI how to talk to external tools—Postman, Figma, BigQuery, Stripe, your home-grown Jenkins, …