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

6 on this page · 1 page

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.

13 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

Frontier Model Economics 2026: Navigating the 5-Model Explosion for CFOs and CTOs

The definitive 2026 executive guide to frontier LLM economics. Compare token pricing across GPT-5.6 Sol/Terra/Luna, Claude Fable 5, and Grok 4.5, master multi-model FinOps routing, and optimize multi-step agent token budgets.

8 mins read · June 29, 2026
AI Engineering

Beyond Copy-Paste: Designing Test-Driven Loops with Claude and Cursor for Zero-Regression Codebases

Master AI-powered Test-Driven Development (AI-TDD). Learn how to design automated Red-Green-Refactor feedback loops with Claude Code and Cursor to eliminate AI hallucinations and guarantee zero-regression codebases.

16 mins read · June 22, 2026
AI Engineering

Scaling pgvector and Qdrant: Hierarchical Partitioning and Hybrid Metadata Search

Architectural blueprint for scaling vector search to billions of embeddings. Compare pgvector declarative HNSW partitioning in PostgreSQL 17 against Qdrant distributed cluster topologies and SIMD-accelerated hybrid metadata search.

2 mins read · June 15, 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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