
Daniil Mazepin
Daniil is a Senior Engineering Leader, currently leading engineering teams building the systems that train and deploy AI for the physical world. He previously operated distributed backend systems at hyperscale at Meta and led payments infrastructure at Teya, a UK fintech unicorn. An established speaker at industry events and conferences across Europe, he works at the intersection of large-scale distributed systems, ML infrastructure, and engineering leadership.
CoreWeave, UKdaniilm
Faster and Lonelier: AI, Isolation, and the Erosion of Engineering Collaboration
Faster and Lonelier: AI, Isolation, and the Erosion of Engineering Collaboration

AI makes individual engineers faster - and quietly more isolated.
As coding agents become everyone's default pair, the collaboration that keeps an org healthy erodes: pairing fades, context gets trapped in private chat histories, knowledge stops diffusing, teams drift into silos.
Velocity dashboards look great, so nothing seems wrong - until onboarding slows and bus-factor spikes.
This talk names the failure mode, explains why standard metrics miss it, and shows what leaders can do to keep teams connected as AI adoption accelerates.
As coding agents become everyone's default pair, the collaboration that keeps an org healthy erodes: pairing fades, context gets trapped in private chat histories, knowledge stops diffusing, teams drift into silos.
Velocity dashboards look great, so nothing seems wrong - until onboarding slows and bus-factor spikes.
This talk names the failure mode, explains why standard metrics miss it, and shows what leaders can do to keep teams connected as AI adoption accelerates.