Add to calendar Warsaw, Multikino, Złote Tarasy View on map
AI-DLC in practice: From shadow AI to one integrated workflow
At AWS Community Day Poland we’ll show how teams move from shadow AI to AI-DLC – what breaks, what feels safe but isn’t, and where humans still matter. No silver bullets or tool demos, just an honest look at the real cost of making AI work.
Agenda
- Human & AI, not Human vs AI
- The shadow AI problem
- Building a shared engineering context
- Engineering in continuous loops
Coding, testing, and review as one cycle - Applying AI across deployment, monitoring, and maintenance
- The golden era of the second brain: new roles, new skills
- Conclusions and Q&A
Key topics
- how AI accelerates software delivery but doesn’t replace engineering discipline;
- why every engineer building their own skills, context, and way of working quietly costs the org more than the productivity it appears to buy;
- how a shared, organization-wide context, and standardized workflows improve planning, implementation, and collaboration;
- why coding, testing, and code review stop being three stages and become one tight loop that human and AI re-enter together, pass after pass;
- practical patterns for integrating AI into the entire software development lifecycle;
- how roles, skills, and engineering leadership evolve when AI becomes part of the software delivery lifecycle.
Speaker
Claude Code 
KiroNotes
- The event takes place at Multikino, Złote Tarasy in Warsaw (Złota 59).
- Tickets are free, but limited.
- AWS Community Day Poland is built by and for the AWS community – a place where builders come together to share ideas, lessons, and learn from each other.
- The 5th edition features a keynote with Dr. Werner Vogels and 30 sessions with topics ranging from cloud and security to AI and the future of software development.
- Any questions? Get in touch.