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Category: Enterprise Architecture

Building a Test Harness to test AI produced code

17th August 2026 craigreadcloud Leave a comment

Why Coding Agents Can’t Validate Their Own Output (And How to Fix the 80/20 Inversion) A passing unit test does…

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Posted in: AI, AWS Platform, Azure, Enterprise Architecture, Technology Blog

Data Architecture Patterns for Cloud

14th August 2026 craigreadcloud Leave a comment

Reference: Adapted and expanded fromThe 12 Data Architecture Patterns Every Data Engineer Should Master. The Data Lake vs Warehouse debate…

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Posted in: AWS Platform, Azure, Enterprise Architecture, Technology Blog

AI – Governed Lakehouse, Data Quality is the key.

20th July 2026 craigreadcloud

Enterprise AI projects rarely stall because of weak foundational models. The true bottleneck is almost always a fragmented, inconsistent, and…

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Posted in: AI, Enterprise Architecture, Technology Blog

Structural Scaffolding for AI: Why the Agent Harness Defines Production Success

12th July 2026 craigreadcloud 1 Comment

In the early waves of generative AI adoption, organizations assumed that deploying increasingly advanced frontier models would automatically solve execution…

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Posted in: AI, Enterprise Architecture, Technology Blog

Machine Learning APIs with the Model Context Protocol (MCP)

3rd July 2026 craigreadcloud

In enterprise AI, a major engineering challenge is bridging the gap between existing backend systems and the fast-growing ecosystem of…

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Posted in: AI, AWS Platform, Azure, Business & Cloud, Enterprise Architecture, Technology Blog

Mastering Enterprise Agent Success with Microsoft IQ

19th June 2026 craigreadcloud

A striking prediction by industry analysts at Gartner reveals that more than 40 percent of agentic AI projects will be…

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Posted in: AI, Azure, Enterprise Architecture, Technology Blog

Deploy and use Claude models in Microsoft Foundry

craigreadcloud

Purpose & Scope Summary on deploying and using Anthropic’s Claude models within Microsoft Foundry, which enhances applications with advanced conversational…

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Posted in: AI, Azure, Enterprise Architecture

Gemini/Anti Gravity vs Microsoft

5th June 2026 craigreadcloud

The tech landscape has officially passed the era of “AI as an autocomplete box.” We are no longer just looking…

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Posted in: Azure, Enterprise Architecture, Technology Blog

The Fabric Overlay: Why OneLake Above Delta Lake and ADLS is the Ultimate Data Strategy

29th May 2026 craigreadcloud

For years, building an enterprise data lake followed a familiar blueprint: spin up Azure Data Lake Storage (ADLS Gen2), format…

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Posted in: AI, Azure, Enterprise Architecture

Scaling and Hosting Intelligent AI Agents in Production

15th May 2026 craigreadcloud

Overview Moving AI agents from a prototype “promise” to a production reality requires a shift in focus from model selection…

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Posted in: AI, Azure, Enterprise Architecture

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