AWS Meetup March
Time: 17:00-20:30
Agenda:
- Welcome by Lunar
- No Compression Algorithm for Experience: Spec-Driven Agentic Engineering in Practice by Rolf Koski
- Food and networking
- Talk by Lunar, TBD
Location: Lunar Bank A/S, Hack Kampmanns Plads 10, 8000 Aarhus C
No Compression Algorithm for Experience: Spec-Driven Agentic Engineering in Practice
45% of AI-generated code ships with security vulnerabilities. Tech debt from AI is hitting crisis levels. The doomsday headlines are real - but they describe what happens when you hand powerful tools to people without the engineering judgment to wield them.
Experience doesn't compress into a prompt. Eighteen years of it show up as knowing when to trust the agent and when to write a specification first. When to let it run and when to add a quality gate. The gap between teams shipping reliably with AI agents and the wreckage in the headlines isn't about the tools - it's about the engineering discipline behind them.
Rolf demonstrates the spec-driven agentic workflow he runs daily at Elexive - where multiple Claude Code agents coordinate through explicit contracts, quality gates enforced at the data layer, and observable state transitions. This isn't theoretical. It's a production system where agents are treated as constrained executables with clear specifications, not magic chatbots you hope will get it right.
Half talk. Half live demonstration. Bring your skepticism.
What you'll take away:
- Why investing 40% of your time in architecture and specification changes everything
- How quality gates at the data layer catch what prompt engineering never will
- What multi-agent coordination looks like in practice with Claude Code, MCP, and AWS tooling
- Where this is actually heading - and why experience becomes more valuable, not less
Speaker Bio
Rolf Koski is Co-founder and CTO of Elexive, a managed advisory platform that acts as a company's brain - combining human expertise, AI-powered analysis, and compounding business context for leadership teams. He runs spec-driven agentic workflows daily, building production systems where multiple AI agents coordinate through explicit contracts and quality gates. With 18 years of hands-on AI experience and a track record as one of the leading cloud transformation experts in the Nordics, he bridges business leadership and technical execution. Rolf founded AWS Community Day Nordics, leads AWS User Group Finland - one of the largest IT communities in the Nordics - and holds the rare AWS Hero distinction. Known as "The Pragmatist Futurist," he makes advanced technology accessible and actionable.
https://www.linkedin.com/in/rolle/
