* Use Claude Code (CLI) as a primary engineering tool writing, refactoring, debugging, and reviewing infrastructure and platform code with AI pair programming as the default, not the exception.
* Build and publish reusable AI tools, skills, and integrations in internal tool marketplaces so that platform capabilities are discoverable and reusable across engineering teams.
* Design and deploy autonomous agents that accelerate developer workflows, self-healing CI pipelines, automated onboarding bots, infrastructure diagnosis agents, and documentation generation.
* Author and maintain CLAUDE.Md files across platform repos, encoding platform conventions, deployment patterns, and team knowledge so that AI tools produce high-quality, context-aware output from day one.
* Define and enforce AI-first engineering standards across the team: how engineers prompt, how context is managed, how agent output is reviewed before it ships.
* Design, implement, and manage secure and s...