Engineers refresh pull request pages for what feels like an eternity, waiting for approval that never seems to come. The frustration is real, and it’s not just about disagreement over quality or safety. It’s about the quiet cost of process at scale.

The scenario plays out in software development teams everywhere: code that takes 15 minutes to write but 15 days to get approved. Governance starts with good intent – bringing clarity and protecting quality. But beyond a certain point, it dilutes ownership, slows execution, and drains morale.

The Scaling Ownership Trap

As companies grow past a few hundred engineers, the pattern of slow approval emerges. Early on, things move quickly because ownership is clear. But growth creates new pressures – deployment outages, security vulnerabilities, and more. Each response makes sense in isolation, but the problem arises when organizations keep adding layers without removing them.

Architecture review boards and launch readiness checklists accumulate, expanding to include every senior voice. The deeper drivers are often emotional – visible incidents trigger overcorrection with multiple sign-off layers to assuage anxiety. Quality teams get rewarded for preventing risk rather than enabling speed.

The Cost of Broad Ownership

Academic analysis of GitHub records across 2,000 high-activity open-source repositories revealed a striking finding: repositories with more than 10 owners took more than three times as long to merge changes compared to those with one or two clear owners. As ownership becomes broad, accountability becomes thin.

Each reviewer assumes others will catch issues, and merge times crater while quality stays flat. Consider an operational readiness review with 10-15 senior engineers and technical leads – the bigger these meetings get, the more cumbersome the decision-making becomes.

The Need for Evolution

Processes must evolve to support growth without sacrificing speed. Clear accountability drives careful judgment, while diffused responsibility invites assumptions that someone else will catch the issues. By tuning governance to increase clarity and speed together, leaders can break the scaling ownership trap and unlock their teams’ potential.

The challenge is real – but so is the solution. By recognizing the quiet cost of process at scale and adapting governance to meet growth, software organizations can move faster without sacrificing quality or safety. It’s time to rethink the way we approach approval and ownership in software development.

Inspired by

• https://www.infoworld.com/article/4090521/why-software-development-slows-to-a-crawl.html

Sources

• github.com