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I was given a C++ application that ran on an older generation of payment terminals, documentation for the old platform, documentation for the new one, and a simple objective: Build the application for the new terminals, and use AI to help. That was essentially the entire handoff. There was no business analyst to walk me […]

By Illia Sokolov, Senior Technology Fellow at ABCloudz Most days, our AI spend for development stayed below $100. Then one day hit $490. No big production launch. No planned load test. No obvious reason in the data. It was clear, visible, and hard to ignore. The problem was that the chart could only tell us […]

By Mariia Horova | Senior Full Stack Engineer We already knew that AI agents could help with substantial backend development tasks. The more interesting question was how far we could take that idea. Could we connect specialized agents into a workflow that would move a feature through documentation, architecture, database work, implementation, and review with […]

By Illia Sokolov, Senior Technology Fellow at ABCloudz × Generative AI already helps developers write code faster. But using it primarily through a chat window leaves much of that potential unused. The model often lacks enough project context to solve a task properly. The developer still has to explain the problem, copy information back and […]