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Platform / DevOps Engineer Guide

Platform teams convert standards into enforceable delivery workflows. In AI-assisted development, that means reliable CI guardrails, approved tooling, and measurable release quality.

What This Guide Covers

SectionOutcome
Pipeline GuardrailsCI stages that enforce quality and security standards
Tooling ProvisioningControlled rollout of approved AI tools and credentials
Observability for Quality GatesDashboards and alerts for gate failures and drift

Primary Standards

First 30 Days

  1. Enable mandatory CI gates for build, tests, SAST, and SCA.
  2. Standardize AI tooling setup for developer environments.
  3. Publish weekly gate-failure trends to engineering leadership.