Match & Learn: AI Is Making Engineers Faster, How Do We Make Work Better?

AI is accelerating how engineering teams build, ship, and operate.

More code is being written.

More ideas are getting tested.

More teams are moving faster than ever before.

But speed alone doesn’t automatically create better engineering work.

This Match & Learn session brings engineering leaders together for a series of focused 1:1 conversations to explore how teams are thoughtfully reshaping engineering work in the AI era.

What we’ll explore together

1. Designing Better Ways of Working: How leaders are using AI to reduce friction, improve focus, and create healthier engineering workflows
2. Balancing Speed with Quality: Maintaining craftsmanship, thoughtful decision-making, and sustainable velocity as AI accelerates development
3. Creating More Space for High-Value Work: How teams are shifting engineering time toward creativity, systems thinking, and customer impact
4. Supporting Teams Through Change: Helping engineers adapt confidently as workflows, expectations, and roles evolve

How it works:

1. In the course of the session, you'll be matched with other engineering leaders for a 10-minute video call
2. At the end of 10 minutes, you'll have the option to extend it or start another match

If you:

1. Are actively exploring how AI can improve engineering workflows and team effectiveness
2. Want to build faster-moving teams without sacrificing quality or team health
3. Are rethinking productivity, collaboration, and engineering culture in the AI era
4. Want practical perspectives from peers navigating similar changes

If you’ve ever thought: “AI is changing how we work, how do we make engineering work better because of it?” This is the conversation for you.