source: simon willison: thoughts on gitlab's workforce reduction" and "structural and strategic decisions"

level: business

gitlab is making structural changes including a workforce reduction and reducing the number of countries where it has small teams by up to 30%. the company currently operates in nearly 60 countries, though it is unclear how many will be affected. it also plans to flatten the organization, removing up to three layers of management in some areas so leaders are closer to the work. this follows similar moves by coinbase, which recently cut management layers and required all leaders to be active individual contributors.

the research and development group will reorganize into about 60 smaller, independent teams with end-to-end ownership, nearly doubling the current number. the idea is that agentic engineering tools can boost the capability of these teams, allowing them to ship features without being blocked by other groups. gitlab is also retiring its credit values framework—collaboration, results, efficiency, diversity, inclusion, iteration, transparency—and replacing it with speed with quality, ownership mindset, and customer outcomes. diversity is no longer a standalone value, though a sub-bullet under customer outcomes mentions embracing diversity, inclusion, and belonging.

gitlab's strategy hinges on the belief that the agentic era multiplies demand for software. as the cost of producing software collapses, demand will expand, and the developer platform market could grow from tens to hundreds or thousands of dollars per user per month. this optimistic view aligns with the jevons paradox, where efficiency gains increase consumption. however, gitlab's stock has dropped from about $52 to $26 in the past year, possibly reflecting market uncertainty about its growth as agentic tools disrupt its core business. the company has a strong incentive to believe agents will expand the market.

why it matters: gitlab's restructuring shows how ai and agentic engineering are reshaping software development organizations, with potential impacts on team structures, management roles, and market dynamics.

source: simon willison: thoughts on gitlab's workforce reduction" and "structural and strategic decisions"