This is an AI-native organization, not an AI-curious one. Agentic coding tools like Claude Code and Codex are core to how the team works every day, alongside LLMs and AI APIs. As the manager, you set the tone: you're expected to be hands-on with these tools yourself, to push your engineers to use them to prototype faster and raise quality, and to build a team culture where AI fluency is the baseline, not a bonus. * Lead technical decision-making and architecture for scalability, reliability, and maintainability — increasingly for LLM-powered services — and champion strong practices in testing, observability, and code quality. * You're AI-native — agentic coding tools (Claude Code, Codex) are part of how you work, and you have a credible point of view on integrating them into an engineering team's workflow.
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