Writing

Notes on building deterministic systems with AI in the engineering loop.

• June 2025

  Prompt to Production

  Turn a useful prompt into code, tests, interfaces, and operations.

• June 2025

  The Agent Boundary

  Where agents help, where they fail, and when to replace them with software.

• June 2025

  Deterministic by Design

  Architecture patterns for AI-assisted systems with hard boundaries.

• June 2025

  Workflow Teardowns

  What belongs in databases, code, AI, and human review.

• June 2025

  Own the Worker

  Turn repetitive work into client-owned software.

• June 2025

  AI Engineering Controls

  Versioning, evaluation, approvals, logs, retries, and security gates.