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Highlights
Securing MCP: A Control Plane for Agent Tool Execution
The Model Context Protocol (MCP) is quickly becoming a common way for AI agents to discover and use tools. It provides a consistent interface to databases, APIs, file systems, and third-party services, which makes it easier to plug capabilities into agent workflows.
However, MCP...
Read moreClick to read more about this postI Wasted 68 Minutes a Day Re-Explaining My Code. Then I Built auto-memory.
~1,900 lines of Python. Zero dependencies. Saves you an hour a day.
GitHub → · pip install auto-memory
Now give Copilot CLI enhanced context recall. Point it at deploy/install.md and let it cook. 🍳
Are you tired of using the slash /compact command every 10 min?
The...
Read moreClick to read more about this postLessons Learned from Building a Well-Matching Intelligence Layer
Key insights from the EDA and Ground Truth journey for solving well identity resolution in the Energy industry—challenges that extend to any entity matching problem across distributed systems.
Read moreClick to read more about this postLatest posts
Jan 7, 2026
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Public Preview: Cosmos DB Mirroring in Microsoft Fabric with Private Endpoints
We are very excited to announce the public preview for private endpoint support for Azure Cosmos DB Mirroring with Microsoft Fabric mirroring. This feature allows you to preserve the enhanced network security on your data in Cosmos DB from virtual networks or private endpoints, allowing...
Azure Cosmos DB Blog
Jan 7, 2026
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Build AI Tooling in Go with the MCP SDK – Connecting AI Apps to Databases
A hands‑on walkthrough of building MCP servers that can plug AI applications into Azure Cosmos DB
The Model Context Protocol (MCP) has established itself as the ubiquitous standard for connecting AI applications to external systems. Since its release, there have...
Azure Cosmos DB Blog
Jan 7, 2026
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How can I find out where the Windows caret is?
You'll have go to a larger scope.
The Old New Thing
Jan 6, 2026
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XAML Studio is now Open Sourced
XAML Studio Open Sourced
It's been over 8 years since what became XAML Studio was started. And from nearly the beginning, it was always envisioned as an open-source project… So, it's with great pleasure that I'm happy to announce that day has finally come!
XAML Studio is now an...
#ifdef Windows
Jan 6, 2026
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Semantic Reranking with Azure SQL, SQL Server 2025 and Cohere Rerank models
Supporting re‑ranking has been one of the most common requests lately. While not always essential, it can be a valuable addition to a solution when you want to improve the precision of your results. Unfortunately, there isn’t a universal, standardized API for a “re‑rank” call...
Azure SQL Dev Corner
Jan 6, 2026
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How Azure Cosmos DB Powers ARM’s Federated Future: Scaling for the Next Billion Requests
The Cloud at Hyperscale: ARM’s Mission and Growth
Azure Resource Manager (ARM) is the backbone of Azure’s resource provisioning and management, orchestrating billions of daily requests from customers around the globe. ARM manages all resources for Azure: VMs, Storage, Databases,...
Azure Cosmos DB Blog
Jan 6, 2026
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Swapping two blocks of memory that reside inside a larger block, in constant memory, refinement
Could do with a little less rotating.
The Old New Thing
Jan 5, 2026
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Generative AI with Large Language Models in C# in 2026
A practical introduction to modern AI for .NET developers.
.NET Blog
Jan 5, 2026
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How can you swap two non-adjacent blocks of memory using only forward iterators?
Applying the rotation trick to our new problem.
The Old New Thing