Larson says AI agents are reshaping software engineering roles
Will Larson argues that AI agents are shifting engineer responsibilities from code implementation to high-level decision-making and domain expertise. He describes organizational changes at Imprint designed to accelerate agent adoption and unify product, design, and engineering efforts.
Will Larson, a software engineering leader, stated that the method of creating software has changed more in the past year than in his entire career. He observed that AI agents are now handling implementation tasks, which shifts the engineer’s primary role toward decision-making, navigating ambiguity, and understanding business constraints. Larson noted that he has completed over 500 pull requests in a year and a half at Imprint, a volume substantially higher than his prior career combined.
To support this shift, Larson unified engineering, product, and design under a single CTO at Imprint. This structural change aims to enable faster decisions regarding agent adoption and design systems. He reported that engineers are currently running ahead of product requirements and design mocks, creating friction but also opening opportunities for developer-led design on second-tier features. Larson emphasized that durable, high-ownership teams with deep domain context are increasingly critical. He cited Slack’s launch of 'Slack Agents' as an example of a team leveraging accumulated domain knowledge to ship a product that competitors like Google Chat have not matched.
Operational changes have also accompanied the technical shift. Imprint migrated from Jira to Linear in less than four weeks to better manage agent workloads and unify tasks. Although most of the 230-person team initially opposed the move, it is now widely appreciated. Larson concluded that organizational structures must adapt to support rapid, agent-driven development, as the core value of engineers moves away from writing code and toward strategic oversight.