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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Technology

2 on this page · 1 page

Technology

Edge Computing vs Cloud Computing in 2026: When Latency Is the Product

Edge Computing vs Cloud Computing in 2026: When Latency Is the Product

12 mins read · May 4, 2026
Technology

MCP vs REST vs GraphQL: The 2026 API War Every Developer Must Understand

MCP vs REST vs GraphQL: The 2026 API War Every Developer Must Understand

12 mins read · May 3, 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 “MCP vs REST vs GraphQL” about?

MCP vs REST vs GraphQL: The 2026 API War Every Developer Must Understand.

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 3, 2026. It is filed under Technology.

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 MCP vs REST vs GraphQL for your team, request a briefing at https://shahvatsal.com/contact.

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