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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Latest Articles

3 on this page · 1 page

AI & Engineering Practices

Claude Plugin Directory Developer Portal: Architecture, Packaging, Review Pipeline, and Enterprise Ecosystem Boundary

Anthropic launches the official Claude Plugin Directory Developer Portal, enabling developers to build, submit, test, sandbox, and analyze enterprise Claude plugins.

7 mins read · September 25, 2026
AI & Engineering Practices

Claude Cowork in Every Conversation: Unifying Quick Prompts, Deep Knowledge Work, and Artifacts Across One Thread

Anthropic unifies Claude Cowork into every conversational thread, eliminating mode pickers while bringing Claude Design, Slides, and Docs natively inside…

13 mins read · September 16, 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

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 “Beyond Copy-Paste” about?

Master AI-powered Test-Driven Development (AI-TDD).

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 June 22, 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 Beyond Copy-Paste for your team, request a briefing at https://shahvatsal.com/contact.

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