found a decent breakdown on why qa is always playing catch-up w/ dev. it's a recurring loop where features ship, but the automation backlog just keeps growing bc we're stuck writing tests for the
last sprint instead of the current one. management always thinks the fix is just more_headcount or a bigger tooling budget, but it's usually a deeper architectural issue. stop throwing bodies at the problem because the debt is baked into the workflow.
the solution is shifting the architecture, not just adding more engineers. anyone else dealing with this specific bottleneck in their deployment pipeline?
link:
https://dzone.com/articles/test-automation-behind-code-fix-architecture