Context
A commerce stack experienced deployment regressions during feature bursts.
Commerce Platform Reliability Uplift
Stabilized release workflows and improved cloud reliability posture.
Problem
Pipeline variability and low observability increased incident frequency.
Approach
- Rebuilt CI/CD stages
- Added rollout guards
- Implemented incident playbooks
Tools and stack
AWSTerraformGitHub ActionsGrafana
Outcome
Release confidence improved and incident handling became repeatable.
Learnings
- Runbooks prevent escalation debt
- Telemetry should be part of build definition
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Clear scope map, ownership model, and weekly progress visibility.
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