AI Leader · Solution Architect · TPM

THE TECHNICAL RECORD

Insights & Essays.

Field notes for CTOs and principal engineers: what shipped, what failed, and how to staff the next AI program. Depth first — no vendor recap.

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Ai Engineering

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AI Engineering

Claude Code Hooks Deep Dive: PreToolUse, PostEdit, and PreCompact for Zero-Drift Agentic Codebases

Unlock the full power of Claude Code hooks. Master PreToolUse security interceptors (exit code 2), PostEdit automated linting/testing, and zero-token PreCompact context backups to eliminate AI hallucination drift.

14 mins read · July 14, 2026
AI Engineering

Open-Source AI Robotics 2026: NVIDIA Isaac GR00T 1.7, Hugging Face LeRobot, and the Engineer's Entry Point

The definitive guide to open-source physical AI in 2026. Explore how NVIDIA Isaac GR00T 1.7 and Hugging Face LeRobot allow software engineers to build, simulate, and deploy humanoid robotics using PyTorch and ROS 2.

12 mins read · July 7, 2026
AI Engineering

Spec-Driven Development with Kiro: Build Production Features from requirements.md, Not Prompts

Master Spec-Driven Development (SDD) with AWS Kiro. Discover how requirements.md (EARS syntax), design.md, and tasks.md eliminate prompt drift and turn code into a deterministic build artifact.

21 mins read · May 18, 2026

External Standards & Publications

Our engineering publications follow industry standards for software architecture and agentic AI systems. Read more about technical specifications at the IEEE Standards Association and general web engineering principles at the World Wide Web Consortium (W3C).

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