ALL SPEAKERS
AT A GLANCE
Role
Founder
Organisation
Water Bear Consulting
Category
Hero
ABOUT THE SPEAKER
Gergely is a product engineering leader and coach with deep experience in building and scaling engineering organizations. He is a former VP of Engineering at Bitrise and Ustream, and has worked across engineering leadership, product development, organizational design, culture, change management, and coaching. He focuses on helping teams build better systems, improve collaboration, and create environments where people can grow and do their best work. He combines leadership experience with strong technical depth, including hands-on software engineering, architecture, developer tooling, and building systems used at significant scale.
TALK
Iteration Without Drift: Coherence at Scale in a Growing Design Corpus
No one designs a complex system in one pass: not you, not your LLM. The plan grows through iteration, but when done unstructured, it drifts: requirements slip, assumptions harden into facts, and intent gets lost. This is a field report from a real AI-architecture project, detailing the structure that emerged to keep iteration coherent. With patterns you can reuse.
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