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AI CRAFTS BOULDER
Talks on the realistic dilemmas of AI implementation and digital product development
The Reality of AI-Native Development in 2026
February 19 5:00–7:15 PM
Boulder | Kiln



In 2026, the question isn't whether we should use AI, but whether our teams are truly AI-native. Not on the level of buzzwords, but in the reality of day-to-day execution. Are we surrounding ourselves with developers who live and breathe copilots and AI agents, not necessarily building models but using AI natively when they design, code, test, and ship? What can we expect from the product team, and what are the exaggerations generated by the hype cycle?
At AI Crafts Boulder, we’re bringing together founders, CTOs, and product leaders for an executive-level reality check on what AI-native development really looks like today, and what “good” should mean inside product teams in 2026. So don’t expect a night about tweaking prompts or building LLMs. Instead, the focus will be on giving you a clear direction on whether your current team setup is structured to fully leverage AI in the way the market now expects.
Bobcats Coding backs this series with hands-on research every six months, and on February 19th, we’re debuting our new AI Team Augmentation Guide at Kiln. One of the core topics we’ll unpack is how AI-fluent team augmentation can speed up adoption through peer-to-peer, in-context learning, instead of another mandatory AI training or yet another slide deck. Come early if you want to grab one of the exclusive printed copies of the guide.
Expect sharp talks, practical tips, and real case studies on accelerating product development with AI. This event is designed to help you make better build-vs-buy decisions, reduce delivery risk, and create the kind of AI-ready team structure that turns strategy into shipped outcomes.
After the presentations, stick around for drinks, ready for a casual social mixer where you can connect with fellow founders, CTOs, and product leaders tackling similar challenges. 🍹✨
Space is limited. If you’re responsible for product delivery this year, this is your room.
DATE
February 19th, 2026
5:00pm mst - 7:15pm mst
Doors open: 4:40 pm mst
Attendance is free, but
registration is required
WHO YOU'LL MEET

ABOUT THE TALKS
Most AI adoption programs inside engineering teams look great in a slide deck but fall apart in real life. This executive-focused talk cuts through the hype and shares what actually works when teams need to adopt AI fast, under real constraints. Through 12 practical, slightly unconventional, and fully experience-backed tips from Bobcats Coding’s new research paper, we’ll show how to use team augmentation effectively in 2026 so your teams can capitalize on generative AI without burning out, blowing the budget, or launching yet another company-wide “AI maturity” PowerPoint tour.
12 No-BS Tips for AI Team Acceleration That Actually Works

Barbara Fazekas
CEO and Co-Founder
Bobcats Coding
As a startup CTO, your first priority is getting to a working demo fast, not building the perfect codebase. "Vibe coding" is exactly that: coding by instinct and speed to validate your idea and prove traction. But once this first version is built, what comes next might feel like a bitter pill to swallow. In this talk, we'll explore how AI introduces entirely new perspectives and dilemmas into product development and building AI-native teams. You'll learn why, in this new reality, the rewrite isn't punishment but graduation.
Vibe Coding: The Fastest Way to Your First Demo—and Your First Rewrite

Brian Krzeminski
Chief Technology Officer
Kestrel Labs
We've been building AI Field Notes, a living library of our current AI workflows and know-how that evolves with every project. In this talk, we will walk through a demo of one of its standout examples: a Lovable case study where we built a workflow that would have been impossible before AI. By stacking LLMs and having AI agents prompt other AI agents, we transformed Lovable-generated code into production-ready applications with minimal developer oversight. The result? Entire workflows replaced by AI, iteration cycles collapsed, and a process that runs itself. It's genies all the way down.
Genies all the way down: Ask LLMs to ask LLMs for production-ready code

Ryan Lane
Head of Engineering
Bobcats Coding

ABOUT AI CRAFTS
In October 2023, we launched the AI Crafts event series with the aim of creating a dynamic and practical platform for professionals and decision-makers in product development. Our previous events in Budapest, Lisbon, and across Colorado State successfully brought together the industry's finest to collaborate and reshape the future of product development. We've engaged hundreds of enthusiasts from both business and tech sectors who participated in deep, insightful discussions and collaborative thinking, all guided by our latest research and extensive experience in product development. We're excited to bring this experience back to Boulder.
Join us on February 19th at Kiln for an after-work, high-signal evening built for founders and
C-level leaders. AI Crafts is a chance to connect with top product and engineering minds and walk away with practical frameworks for making AI-native delivery real inside your team, your roadmap, and your organization.
AI CRAFTS EXPERIENCE





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