Engineering Systems at Scale

Engineering leadership for modern software organizations.

I write about platform engineering, infrastructure automation, AI-native operations, reliability, security, and the human systems that help engineering teams scale.

Platform Engineering

Infrastructure-as-code, developer platforms, automation, internal tooling, and reducing operational drag.

Engineering Leadership

Code reviews, release management, organizational design, and decision-making at scale.

AI & Operations

Practical AI/ML patterns for operational engineering teams, AIOps, and AI-native workflows.

Security & Compliance

Vault, GitHub Actions, exploit development, enumeration, supply chain controls, and regulated environments.

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