Integration and Pipeline Problems

Code integration, merging, pipeline speed, and feedback loop problems.

less than a minute

Symptoms related to how code gets integrated, how the pipeline processes changes, and how fast the team gets feedback.

A single repository with multiple applications and no selective build tooling. Any commit triggers a full rebuild of everything.

The time from making a change to knowing whether it works is measured in hours, not minutes. Developers batch changes to avoid waiting.

Integration is a dreaded, multi-day event. Teams delay merging because it is painful, which makes the next merge even worse.

Services in five languages with five build tools and no shared pipeline patterns. Each service is a unique operational snowflake.

Pull requests queue up and wait. Authors have moved on by the time feedback arrives.

Developers feel unsafe committing to trunk. Feature branches persist for days or weeks before merge.

Pipelines take 30 minutes or more. Developers stop waiting and lose the feedback loop.

A cultural split between shipping speed and production stability. Neither side sees how CD resolves the tension.