Over two days, we brought together tech & product leaders (C-Level, EMs, VPs, Head ofs etc.) to discuss how AI is changing software organizations. Here are summary and takeaways.
Five patterns that felt set in stone are now suddenly up for debate:
1) Coding is no longer the main constraint: The pressure moves to product definition, specifications, QA, compliance, security, and release coordination.
2) Specifications matter more than before: The easier it becomes to build, the more important it becomes to clearly define what should be built and why.
3) Product and engineering are moving closer together: The strongest people will be those who connect business context, product thinking, system understanding, and execution. People spanning across these become the new superpower.
4) Governance becomes harder: More output also means more need for review, compliance, IP protection, security, and judgment.
5) There is no blueprint yet: Agentic engineering is still new. Scrum, sprint cycles, QA processes, org structures, and career paths were designed for a different world. Everyone is experimenting. New tools emerge almost daily. Continuous adaptation is becoming part of the job.
And one more point that surprised me:
Architecture and systems design did not get as much attention as I expected. I saw side discussions about how modular monoliths and monorepos are gaining new traction, but few thoughts yet on how agentic engineering will change systems design.
My two biggest reflections:
A) The challenge is moving away from the old default of simply increasing delivery speed. It is now about building an organization that can turn faster output into safe, sustainable, and measurable outcomes that provide real customer value.
B) Agentic engineering makes software development more complex, not less. It increases the need for strong, technically sound leadership and judgment.
=> Over the next posts, I’ll go deeper into the individual themes and what they could mean for software organizations.
Thank you all for participating, it was a great event and big thanks for all fellow hosts (
Fabian Wesner,
Denis Turkov,
Benedikt Stemmildt 👨🏼💻🧙🏼♂️,
Björn RochelTereza Iofciu, PhD) and
alphalist for making it possible!