> Markdown version of [/videos/100506-lean-intelligence-lessons-from-github-copilot-data-science-efforts](https://www.wearedevelopers.com/videos/100506-lean-intelligence-lessons-from-github-copilot-data-science-efforts). 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). --- # Lean Intelligence: Lessons from GitHub Copilot Data Science Efforts Are you wasting expensive frontier LLM calls on simple coding tasks? Learn how GitHub Copilot uses dynamic routing to slash inference costs without sacrificing output quality. - **Speakers:** [Rahul Pandita](https://www.wearedevelopers.com/@rahul-pandita) - **Event:** World Congress 2026 North America - **Published:** September 24, 2026 - **Duration:** 26:51 - **URL:** https://www.wearedevelopers.com/videos/100506-lean-intelligence-lessons-from-github-copilot-data-science-efforts ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Shifting developer workloads and realistic AI productivity gains](https://www.wearedevelopers.com/videos/1830-wearedevelopers-live-speculaitions) (from "WeAreDevelopers LIVE - SpeculAItions") - [Scaling engineering teams and identifying evolving delivery bottlenecks](https://www.wearedevelopers.com/videos/100443-engineering-moneyball-how-we-benchmarked-google-vs-meta) (from "Engineering Moneyball: How We Benchmarked Google vs Meta") - [Transitioning to a hybrid human and agent workforce](https://www.wearedevelopers.com/videos/1387-agents-for-the-sake-of-happiness) (from "Agents for the Sake of Happiness") - [Leveraging AI tooling for accelerated learning and productivity](https://www.wearedevelopers.com/videos/882-coffee-with-developers-dan-mindru-product-marketing-for-developers) (from "Coffee with Developers - Dan Mindru - Product Marketing for Developers") - [Driving developer productivity with AI in automotive tech](https://www.wearedevelopers.com/videos/916-beyond-the-hype-real-world-ai-strategies-panel) (from "Beyond the Hype: Real-World AI Strategies Panel") - [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") ## 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 - [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** - [Senior AI Developer](https://www.wearedevelopers.com/jobs/ext/2836034-senior-ai-developer) at **PwC** - [LLM Training Engineer](https://www.wearedevelopers.com/jobs/48420-llm-training-engineer) at **Sciforium** - [ML Engineer](https://www.wearedevelopers.com/jobs/48448-ml-engineer) at **Docker, Inc.** - [Software Engineer III, Copilot Models Inference](https://www.wearedevelopers.com/jobs/ext/3332076-software-engineer-iii-copilot-models-inference) at **GitHub**