AI coding agents promise to transform software development and the way we work with data — but most teams are still figuring out how to move beyond the hype and make them work in real, structured workflows.
This roundtable draws on hands-on experience running a complete development cycle with AI agents at Lechler, within an international team of data scientists. Rather than using a single assistant, the approach relies on multiple specialized agents working in parallel — each with a distinct responsibility: from user story refinement and code generation to code review and QA — orchestrated by a single developer operating as senior dev, Scrum Master and project manager in one.