> Markdown version of [/videos/100581-valven-intelligence-for-ai-driven-software-lifecycle?t=80](https://www.wearedevelopers.com/videos/100581-valven-intelligence-for-ai-driven-software-lifecycle?t=80). 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). --- # Valven: Intelligence for AI-Driven Software Lifecycle More AI-generated code doesn't guarantee better architecture or faster delivery. Discover how merging Git telemetry with developer feedback reveals the true ROI of your AI engineering tools. - **Speakers:** [Serdar Bicer](https://www.wearedevelopers.com/@serdar-bicer) - **Event:** World Congress 2026 North America - **Published:** September 24, 2026 - **Duration:** 6:03 - **URL:** https://www.wearedevelopers.com/videos/100581-valven-intelligence-for-ai-driven-software-lifecycle - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/c8b119816f799411de68355185dec428/thumbnails/thumbnail.jpg?time=82722ms ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Measuring developer productivity, efficiency metrics, and team happiness](https://www.wearedevelopers.com/videos/100256-can-this-elephant-dance-ibm-bob-and-the-future-of-ai-first-software-development) (from "Can This Elephant Dance? IBM Bob and the Future of AI-First Software Development") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/d9f8cc0d9bbcac0ba21727a7959aa947/thumbnails/thumbnail.jpg?time=65750ms - [Measuring the engineering ROI of AI coding agents](https://www.wearedevelopers.com/videos/100435-your-agents-need-observability-before-they-need-better-models) (from "Your Agents Need Observability Before They Need Better Models") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/e0c9aeb9ca90d50c8ecc4e57ee8fbf7f/thumbnails/thumbnail.jpg?time=135975ms - [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") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/bd0bb39915435da1b27abde7f5c6c655/thumbnails/thumbnail.jpg?time=87660ms - [The state of AI adoption in engineering](https://www.wearedevelopers.com/videos/1706-the-ai-ready-stack-rethinking-the-engineering-org-of-the-future) (from "The AI-Ready Stack: Rethinking the Engineering Org of the Future") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/ab17a569c91c1e879cd7ef8fd8bfe2f1/thumbnails/thumbnail.jpg?time=91295ms - [Impact of AI on the software development lifecycle](https://www.wearedevelopers.com/videos/100086-unlocking-the-ai-black-box-building-trust-in-the-era-of-agentic-production) (from "Unlocking the AI Black Box: Building Trust in the Era of Agentic Production") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/97ff0cedbd58402b0f7b0219a9873dc1/thumbnails/thumbnail.jpg?time=10150ms - [Measuring the business impact of AI development tools](https://www.wearedevelopers.com/videos/2164-wearedevelopers-live-project-chopin-make-your-team-and-agents-play-along) (from "WeAreDevelopers LIVE - Project Chopin: Make Your Team and Agents Play Along") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/067549cd65fe0291052fa8da133fe339/thumbnails/thumbnail.jpg?time=30000ms ## Related Articles - [Exploring AI: Opportunities and Risks for Developers](https://www.wearedevelopers.com/magazine/522-exploring-ai-opportunities-and-risks-for-developers) - [Transforming Software Development: The Role of AI and Developer Tools](https://www.wearedevelopers.com/magazine/527-transforming-software-development-the-role-of-ai-and-developer-tools) - [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift) - [Stephan Gillich - Bringing AI Everywhere](https://www.wearedevelopers.com/magazine/489-stephan-gillich-bringing-ai-everywhere) ## Related Jobs - [Senior AI Frontend Engineer](https://www.wearedevelopers.com/jobs/ext/3785356-senior-ai-frontend-engineer) at **TeamViewer Germany GmbH** - [Principal Software Engineer (m/f/x)](https://www.wearedevelopers.com/jobs/48548-principal-software-engineer-m-f-x) at **Dynatrace** - [Senior Fullstack AI Engineer (React, C#)](https://www.wearedevelopers.com/jobs/ext/2520449-senior-fullstack-ai-engineer-react-c) at **TeamViewer Germany GmbH,** - [Senior AI Frontend Engineer](https://www.wearedevelopers.com/jobs/ext/2552851-senior-ai-frontend-engineer) at **TeamViewer Germany GmbH,** - [AI Software Engineer (Germany)](https://www.wearedevelopers.com/jobs/48317-ai-software-engineer-germany) at **Sunhat** - [Senior AI/ML Engineer](https://www.wearedevelopers.com/jobs/48352-senior-ai-ml-engineer) at **PagerDuty**