> Markdown version of [/videos/100581-valven-intelligence-for-ai-driven-software-lifecycle?t=275](https://www.wearedevelopers.com/videos/100581-valven-intelligence-for-ai-driven-software-lifecycle?t=275). 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

## 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")
- [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")
- [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")
- [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")
- [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")
- [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")

## 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

- [AI Frontend Engineer](https://www.wearedevelopers.com/jobs/ext/3551646-ai-frontend-engineer) at **TeamViewer Germany GmbH,**
- [Director, Software Development](https://www.wearedevelopers.com/jobs/ext/3245639-director-software-development) 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 Developer](https://www.wearedevelopers.com/jobs/ext/2836034-senior-ai-developer) at **PwC**
- [Senior AI Frontend Engineer](https://www.wearedevelopers.com/jobs/ext/2552851-senior-ai-frontend-engineer) at **TeamViewer Germany GmbH,**