Theory

Updated

October 30, 2026

Theory: An Experiment is a Bounded Extra Version

Experiments run a template for a duration, optionally with analysis, without becoming stable. They are for A/B or soak tests beside the main canary.

Invariants

  1. Failed experiments should not promote.
  2. They consume cluster capacity (extra pods).
  3. They are not a substitute for canary steps.
stable  +  canary (rollout)  +  experiment pods (temporary)

What can break

  • Leaving experiments running (cost, drift).

How to read this chapter

Side by side, analysis, vs AnalysisTemplates.