A Year Running AI Agents in a Real Team: What We Delegated, What We Took Back
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The question everyone asks is whether agents replace engineers. The question a lead actually has to answer is narrower and harder: what can you hand to an agent, what do you have to take back, and what does it do to your people's roles and your costs?
We spent a year both building an agent product and running agents inside our own small team. Some things we delegated stuck. Some we delegated and had to pull back, sometimes after they had already caused a mess. The human work didn't disappear; it moved up, toward specification, judgment, and verification, and that shift is a real change in what the job is.
This talk is the honest account of what we handed over, the one thing we revoked and why, how roles changed, and where the ROI was real versus where supervision quietly ate the gain. This is not a demo, but rather a year of management decisions.
Neeraj is the co-founder & CTO of Lyntcube, a real estate AI platform & Vivid Climate, a climate management and DMRV platform. Over the years, he has worked on a variety of full-stack software and data-science applications, as well as computational arts, and likes the challenge of creating new tools and applications, and is an active speaker with talks and tutorials presented at multiple conferences.
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