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.

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.

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.

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).

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.

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.

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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Frequently asked questions

Answers drawn from this page.

What is “Spec-Driven Development with Kiro” about?

Master Spec-Driven Development (SDD) with AWS Kiro.

Who wrote this article and when was it published?

Written by Vatsal Shah, an AI Leader and Solution Architect based in Ahmedabad, India, and published on May 18, 2026. It is filed under AI Engineering.

How can I apply this in my own organization?

Use the sections of this article as a working checklist, adapt each step to your platform and risk profile, and record the decisions you make. To discuss Spec-Driven Development with Kiro for your team, request a briefing at https://shahvatsal.com/contact.

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