liveBook · Manning

Trunk-based development

As explained in The AI Pocket Book

A development workflow where changes are integrated directly into the main branch with supporting practices to avoid breaking production.

Trunk-based development integrates changes directly into the main code branch instead of keeping each coder on a long-lived branch. It makes coding and validation closely connected, but only works when the team protects production with disciplined practices. section 5.6

Releasing a feature safely

A coder pushes a feature to the main branch. A feature flag sends most users to the old behavior while the coder and quality assurance team test the new one. After validation, the old code is removed and everyone receives the feature. section 5.6

A workable setup depends on several safeguards:

  • Push updates directly to the main branch, or use short-lived feature branches rather than maintaining separate long-term branches. section 5.6
  • Use feature flags to separate deploying code from exposing a feature to every user. section 5.6
  • Fill the deployment pipeline with automated tests so frequent integration does not routinely break production. section 5.6

The tradeoff is clear: peer review no longer forms the main gate before merging, so testing, controlled exposure, and continuous delivery carry more responsibility. The goal is reliable software, not merely faster code production. section 5.6 section 5.12

How The AI Pocket Book covers it

How deep it goes
Explains the branch workflow, feature flags, staged rollout, and automated testing, but stops short of detailed implementation guidance.
Examples
Uses a feature flag that exposes new code first to the developer and quality assurance team before a broader release.
What it assumes
Assumes familiarity with software development and testing while recommending test-driven development and continuous delivery as related practices.
What you can do after
Operate a trunk-based workflow with short-lived branches, automated tests, feature flags, and staged validation.
How it connects
Connects trunk-based development with main branches, feature flags, automated testing, deployment pipelines, peer review, and test-driven development.

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Related concepts

This explainer was generated by Manning's knowledge graph from the text of The AI Pocket Book. The section links point to the parts of the book it draws on.