> Markdown version of [/videos/100412-practices-not-prompts-scale-github-copilot-with-ai-ready-repositories](https://www.wearedevelopers.com/videos/100412-practices-not-prompts-scale-github-copilot-with-ai-ready-repositories). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Practices, Not Prompts: Scale GitHub Copilot with AI-Ready Repositories Relying on trial-and-error prompting is just agent gambling. Stop wasting compute on lost chat histories. Scale GitHub Copilot across your enterprise by building AI-ready repositories. - **Speakers:** [Luis Pujols](https://www.wearedevelopers.com/@luis-pujols) - **Event:** World Congress 2026 North America - **Published:** September 24, 2026 - **Duration:** 29:54 - **URL:** https://www.wearedevelopers.com/videos/100412-practices-not-prompts-scale-github-copilot-with-ai-ready-repositories ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Managing an AI workforce using the GitHub Copilot app](https://www.wearedevelopers.com/videos/100504-building-an-ai-native-development-workflow) (from "Building an AI-Native Development Workflow") - [Understanding GitHub Copilot and core developer benefits](https://www.wearedevelopers.com/videos/1011-github-copilot-beyond-the-basics-10-ways-to-elevate-your-coding) (from "GitHub Copilot Beyond the Basics - 10 Ways to Elevate Your Coding") - [Shifting developer workloads and realistic AI productivity gains](https://www.wearedevelopers.com/videos/1830-wearedevelopers-live-speculaitions) (from "WeAreDevelopers LIVE - SpeculAItions") - [Transitioning to AI-native engineering teams and workflows](https://www.wearedevelopers.com/videos/100508-legacy-as-a-launchpad-how-yahoo-mail-is-undergoing-a-product-and-engineering-transformation) (from "Legacy as a Launchpad: How Yahoo Mail is Undergoing a Product and Engineering Transformation") - [Adoption of integrated AI assistants in developer workflows](https://www.wearedevelopers.com/videos/1459-the-evolving-landscape-of-application-development-insights-from-three-years-of-research) (from "The Evolving Landscape of Application Development: Insights from Three Years of Research") - [Orchestrating local developer environments with AI tools](https://www.wearedevelopers.com/videos/1392-mcp-mashups-how-ai-agents-are-reviving-the-programmable-web) (from "MCP Mashups: How AI Agents are Reviving the Programmable Web") ## Related Articles - [Liuba Gonta and Yuliya Khadasevic - GitHub Copilot Beyond the Basics - 10 Ways to Elevate Your Coding](https://www.wearedevelopers.com/magazine/490-liuba-gonta-and-yuliya-khadasevic-github-copilot-beyond-the-basics-10-ways-to-elevate-your-coding) - [GitHub Copilot: Beyond the Basics – 10 Ways to Elevate Your Coding](https://www.wearedevelopers.com/magazine/524-github-copilot-beyond-the-basics-10-ways-to-elevate-your-coding) - [What is Agentic Programming and Why Should Developers Care?](https://www.wearedevelopers.com/magazine/625-what-is-agentic-programming-and-why-should-developers-care) - [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development) ## Related Jobs - [Senior AI Developer](https://www.wearedevelopers.com/jobs/ext/2836034-senior-ai-developer) at **PwC** - [Staff Software Engineer, GitHub Intelligence (Copilot Agents)](https://www.wearedevelopers.com/jobs/ext/2650582-staff-software-engineer-github-intelligence-copilot-agents) at **GitHub** - [Senior AI/ML Engineer](https://www.wearedevelopers.com/jobs/48352-senior-ai-ml-engineer) at **PagerDuty** - [Staff Developer Advocate, GitHub Security Lab](https://www.wearedevelopers.com/jobs/ext/2628442-staff-developer-advocate-github-security-lab) at **GitHub** - [Software Engineer III, Copilot Models Inference](https://www.wearedevelopers.com/jobs/ext/3332076-software-engineer-iii-copilot-models-inference) at **GitHub** - [Staff Software Engineer, Agentic Platform](https://www.wearedevelopers.com/jobs/48464-staff-software-engineer-agentic-platform) at **Docker, Inc.**