⚡️ Azure Developer CLI boosts config power and speed
The January 2026 update of Azure Developer CLI (azd) focuses on sharper configuration control and measurable performance gains. Microsoft’s developer tool now streamlines environment setup and deployment, cutting friction for cloud projects built on Azure.
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The January 2026 update of Azure Developer CLI (azd) focuses on sharper configuration control and measurable performance gains. Microsoft’s developer tool now streamlines environment setup and deployment, cutting friction for cloud projects built on Azure.
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Microsoft News
Azure Developer CLI (azd) – January 2026: Configuration & Performance
Explore the January 2026 release of the Azure Developer CLI. Discover new features in versions 1.23.0, 1.23.1 and 1.23.2
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⚡️ F# gets a power boost with Lattice
The latest F# Weekly spotlights Lattice — a step up for developers seeking more expressive and scalable functional code. The new framework sharpens F#’s edge in high-performance data workflows, making typed functional programming even more capable in production-grade environments.
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The latest F# Weekly spotlights Lattice — a step up for developers seeking more expressive and scalable functional code. The new framework sharpens F#’s edge in high-performance data workflows, making typed functional programming even more capable in production-grade environments.
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Sergey Tihon's Blog
F# Weekly #5, 2026 – Leveling Up With Lattice
Welcome to F# Weekly, A roundup of F# content from this past week: News .NET AI Essentials – The Core Building Blocks Explained – .NET Blog Join Microsoft at NDC London 2026 – Let…
⚡️ When AI Outgrows Its Own Context Window
Developers are hitting a new scaling wall: large codebases that no longer fit inside an LLM’s context window. As projects grow, models struggle to reason across entire architectures without breaking things. It’s a sharp reminder that AI coding tools aren’t infinite—they’re bounded by their own memory.
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Developers are hitting a new scaling wall: large codebases that no longer fit inside an LLM’s context window. As projects grow, models struggle to reason across entire architectures without breaking things. It’s a sharp reminder that AI coding tools aren’t infinite—they’re bounded by their own memory.
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ploeh blog
Code that fits in a context window
AI-friendly code?
⚡️ Essential Rules for Real-World Software Engineering
Hard-won lessons that separate good engineers from great ones. These principles, forged through trial and error, cut through theory and focus on what actually works when code meets reality. A sharp reminder that true craftsmanship is built on habits, not hacks.
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Hard-won lessons that separate good engineers from great ones. These principles, forged through trial and error, cut through theory and focus on what actually works when code meets reality. A sharp reminder that true craftsmanship is built on habits, not hacks.
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Meziantou's blog
Essential Rules of Software Engineering
A collection of hard-learned lessons and principles that every software engineer should keep in mind for building better, more maintainable software.
⚡️ PostgreSQL on Azure gets an AI upgrade
Azure infuses PostgreSQL with deep AI capabilities — from GitHub Copilot integration that streamlines coding to native model management that simplifies deployment. For teams running data-driven apps, this turns a database staple into a smarter, more autonomous platform for AI workloads.
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Azure infuses PostgreSQL with deep AI capabilities — from GitHub Copilot integration that streamlines coding to native model management that simplifies deployment. For teams running data-driven apps, this turns a database staple into a smarter, more autonomous platform for AI workloads.
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Microsoft Azure Blog
PostgreSQL on Azure supercharged for AI | Microsoft Azure Blog
Find out why PostgreSQL is the most-loved database among developers, and with Azure’s latest innovations, it’s now more intelligent.
⚡️ Azure Cosmos DB Data Explorer Adds Dark Mode
Azure Cosmos DB Data Explorer finally embraces Dark Mode — a small update with a big usability payoff for developers living in the Azure Portal. It syncs seamlessly with the Portal’s own Dark Mode, bringing visual consistency and less eye strain during long data sessions.
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Azure Cosmos DB Data Explorer finally embraces Dark Mode — a small update with a big usability payoff for developers living in the Azure Portal. It syncs seamlessly with the Portal’s own Dark Mode, bringing visual consistency and less eye strain during long data sessions.
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Microsoft News
Azure Cosmos DB Data Explorer now supports Dark Mode
Dark Mode is now supported in Cosmos DB Data Explorer.
⚡️ Inside .NET’s System.Diagnostics.Metrics Generators
A deep dive into the source generators in Microsoft.Extensions.Telemetry.Abstractions reveals a mixed bag. While they automate Metrics boilerplate, their design feels underwhelming — limited flexibility, moderate payoff. Useful for light telemetry, but hardly a breakthrough for .NET developers chasing real performance insights.
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A deep dive into the source generators in Microsoft.Extensions.Telemetry.Abstractions reveals a mixed bag. While they automate Metrics boilerplate, their design feels underwhelming — limited flexibility, moderate payoff. Useful for light telemetry, but hardly a breakthrough for .NET developers chasing real performance insights.
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Andrew Lock | .NET Escapades
Exploring the (underwhelming) System.Diagnostics.Metrics source generators
In this post I explore the source generators shipped in Microsoft.Extensions.Telemetry.Abstractions, explore the code, and discuss whether I would use them
⚡️ Building a Python CRUD API with Azure Functions
This part of the Azure serverless series moves beyond the basics — from a simple HTTP API to a full Python CRUD API powered by Azure Functions and Azure Cosmos DB. The focus: how serverless compute and FastAPI combine to deliver scalable, infrastructure-free apps with clean, modern API design.
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This part of the Azure serverless series moves beyond the basics — from a simple HTTP API to a full Python CRUD API powered by Azure Functions and Azure Cosmos DB. The focus: how serverless compute and FastAPI combine to deliver scalable, infrastructure-free apps with clean, modern API design.
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Microsoft News
Part 2: Building a Python CRUD API with Azure Functions and Azure Cosmos DB
Series: Building Serverless Applications with Azure Functions and Azure Cosmos DB In the first post of this series, we focused on establishing the fundamentals of serverless architecture by building and deploying a simple HTTP API using Azure Functions and…
⚡️ Visual Studio 2026 turbocharges MEF extensions
MEF-based editor productivity extensions now load noticeably faster in Visual Studio 2026, cutting startup overheads for developers. Microsoft also highlights VisualStudio.Extensibility, a streamlined way to build and maintain extensions moving forward — less friction, more performance focus.
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MEF-based editor productivity extensions now load noticeably faster in Visual Studio 2026, cutting startup overheads for developers. Microsoft also highlights VisualStudio.Extensibility, a streamlined way to build and maintain extensions moving forward — less friction, more performance focus.
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Microsoft News
Performance improvements to MEF-based editor productivity extensions
If you use editor productivity extensions for Visual Studio 2026, there’s good news—they can now load faster! Extension developers with existing MEF-based editor productivity extensions should read this blog to learn about recent changes and how they might…
⚡️ VS Code Engineer Defends Workspace Trust Model
A lively Hacker News debate erupted after Jamf Threat Labs uncovered repo-based attack vectors. A VS Code team member argued that Workspace Trust remains the key defense, even as UX friction tempts users to bypass warnings — a reminder that security design is only as strong as user patience.
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A lively Hacker News debate erupted after Jamf Threat Labs uncovered repo-based attack vectors. A VS Code team member argued that Workspace Trust remains the key defense, even as UX friction tempts users to bypass warnings — a reminder that security design is only as strong as user patience.
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Visual Studio Magazine
VS Code Team Member Blames User Trust Decisions in Repo-Based Attacks -- Visual Studio Magazine
In a a robust Hacker News thread sparked by Jamf Threat Labs research, a VS Code team member defended the editor's Workspace Trust model as the primary safeguard against repo-based malware -- while acknowledging UX problems that can lead users to click through…
⚡️ Azure NetApp Files adds Elastic ZRS for higher resiliency
Microsoft brings Elastic zone‑redundant storage to Azure NetApp Files, raising the bar for data resiliency and compliance. The upgrade ensures continuous data availability and zero data loss — a vital shift for organizations running mission‑critical workloads in regulated environments.
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Microsoft brings Elastic zone‑redundant storage to Azure NetApp Files, raising the bar for data resiliency and compliance. The upgrade ensures continuous data availability and zero data loss — a vital shift for organizations running mission‑critical workloads in regulated environments.
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Microsoft Azure Blog
Enhanced storage resiliency with Azure NetApp Files Elastic zone-redundant service | Microsoft Azure Blog
Learn how Azure NetApp Files Elastic zone‑redundant storage delivers multi‑AZ resiliency and zero data loss for mission‑critical workloads.
⚡️ WinGet Configuration automates your dev setup
Windows devs can now spin up a fully configured environment with one command using WinGet Configuration files. No more manual installs or endless tweaks — even GitHub Copilot CLI can assist in generating setup configs. It’s a smarter, faster path from blank OS to productive workspace.
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Windows devs can now spin up a fully configured environment with one command using WinGet Configuration files. No more manual installs or endless tweaks — even GitHub Copilot CLI can assist in generating setup configs. It’s a smarter, faster path from blank OS to productive workspace.
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Microsoft News
WinGet Configuration: Set up your dev machine in one command
I’ve set up a lot of dev machines in my life. Traditionally, this takes a lot of time to get everything just right, but now there’s a faster way with WinGet Configuration files. Let me show you how to go from a fresh Windows install to a fully configured…
⚡️ Visual Studio doubles down on AI reliability
Microsoft refocuses its AI strategy in Visual Studio on dependability and workflow polish. February’s roadmap spotlights sturdier agent behavior and a new Planning Agent—an early step toward multi-step task orchestration inside the IDE. The goal: make AI assistance less flashy, more fundamental.
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Microsoft refocuses its AI strategy in Visual Studio on dependability and workflow polish. February’s roadmap spotlights sturdier agent behavior and a new Planning Agent—an early step toward multi-step task orchestration inside the IDE. The goal: make AI assistance less flashy, more fundamental.
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Microsoft News
Roadmap for AI in Visual Studio (February)
Discover the February roadmap for AI in Visual Studio, with improvements in reliability and integrations for better performance.
⚡️ .NET Framework 3.5 switches to standalone deployment on new Windows
.NET Framework 3.5 is no longer bundled with new Windows versions, and Microsoft will ship its servicing updates separately. This means you install it only when you actually need it. For anyone maintaining old apps, it's worth noting how updates will now arrive independently of the OS.
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.NET Framework 3.5 is no longer bundled with new Windows versions, and Microsoft will ship its servicing updates separately. This means you install it only when you actually need it. For anyone maintaining old apps, it's worth noting how updates will now arrive independently of the OS.
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Microsoft News
.NET Framework 3.5 Moves to Standalone Deployment in new versions of Windows
An announcement of .NET Framework 3.5 servicing updates on new versions of Windows.
⚡️ Cosmos DB NoSQL gets full Microsoft Entra ID support
Cosmos DB now lets you use Microsoft Entra ID for both the control plane and the data plane. No more long‑lived secrets or shared account keys — you can switch to a passwordless, least‑privilege setup. It’s a cleaner way to secure access without dragging around legacy key‑based auth.
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Cosmos DB now lets you use Microsoft Entra ID for both the control plane and the data plane. No more long‑lived secrets or shared account keys — you can switch to a passwordless, least‑privilege setup. It’s a cleaner way to secure access without dragging around legacy key‑based auth.
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Microsoft News
How to Enable Microsoft Entra ID for Azure Cosmos DB (NoSQL)
Strengthen Azure Cosmos DB security by eliminating account keys and using Microsoft Entra ID, modern RBAC, and Zero Trust access for cloud apps.
⚡️ Soft delete in Azure SQL without relying on fragile filters
If your app needs to hide data without actually dropping rows, Azure SQL now plays nicely with soft delete. That’s handy when you expose a database to an AI agent through something like SQL MCP Server, where mistakes need to be reversible. The catch is simple: filtering on a delete flag in every query is easy to mess up, and one missing filter leaks data.
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If your app needs to hide data without actually dropping rows, Azure SQL now plays nicely with soft delete. That’s handy when you expose a database to an AI agent through something like SQL MCP Server, where mistakes need to be reversible. The catch is simple: filtering on a delete flag in every query is easy to mess up, and one missing filter leaks data.
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Microsoft News
Enable Soft Delete in Azure SQL
Learn how to enforce soft delete at the database layer in Azure SQL using Row Level Security so applications cannot accidentally expose deleted data.
⚡️ VS Code 1.109 turns into a multi‑agent dev playground
The January 2026 release of VS Code drops a big AI update: structured planning agents, parallel subagents, and a single orchestration layer that works the same locally and in the cloud. It feels less like a code editor update and more like the team wiring in a full multi‑agent workflow right into your dev setup.
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The January 2026 release of VS Code drops a big AI update: structured planning agents, parallel subagents, and a single orchestration layer that works the same locally and in the cloud. It feels less like a code editor update and more like the team wiring in a full multi‑agent workflow right into your dev setup.
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Visual Studio Magazine
VS Code 1.109 Deemed a Multi-Agent Development Platform -- Visual Studio Magazine
The January 2026 release of Visual Studio Code expands AI-assisted development with structured planning agents, parallel subagents, and unified orchestration across local and cloud environments.
⚡️ azd dev containers now auto-install extensions
The azd dev container feature finally learned how to auto-install its extensions. You drop into a container and the tools you need are already there. No manual setup, no extra steps — it just installs them on launch.
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The azd dev container feature finally learned how to auto-install its extensions. You drop into a container and the tools you need are already there. No manual setup, no extra steps — it just installs them on launch.
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Microsoft News
Auto-install `azd` extensions in dev containers
The azd development (dev) container feature now supports an extensions option. You can specify a comma-separated list of azd extensions in your dev container configuration, and they install automatically when the container builds.
⚡️ Azure SQL can mask sensitive data for you
Sometimes an app needs to read records but shouldn’t see everything inside them — like SSNs, emails, or phone numbers. Azure SQL can handle that by storing the raw values but applying masking rules automatically, so the database decides what each caller is allowed to see. The example in the post shows a simple table with sensitive fields and built‑in masking turned on.
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Sometimes an app needs to read records but shouldn’t see everything inside them — like SSNs, emails, or phone numbers. Azure SQL can handle that by storing the raw values but applying masking rules automatically, so the database decides what each caller is allowed to see. The example in the post shows a simple table with sensitive fields and built‑in masking turned on.
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Microsoft News
Masking Sensitive Data in Azure SQL
Protect sensitive data in Azure SQL by masking SSNs, emails, and phone numbers at query time using built-in Dynamic Data Masking with no application changes.
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⚡️ Claude Opus 4.6 lands in Microsoft Foundry
Microsoft quietly added Claude Opus 4.6 to Foundry, so teams can hand off entire workflows to the model instead of wiring every step manually. The idea is that Opus now handles complex tasks end‑to‑end and runs them in production without babysitting. Useful if you’re building agents or heavy enterprise automation.
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Microsoft quietly added Claude Opus 4.6 to Foundry, so teams can hand off entire workflows to the model instead of wiring every step manually. The idea is that Opus now handles complex tasks end‑to‑end and runs them in production without babysitting. Useful if you’re building agents or heavy enterprise automation.
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Microsoft Azure Blog
Claude Opus 4.6: Anthropic's powerful model for coding, agents, and enterprise workflows is now available in Microsoft Foundry…
Delegate complex tasks end-to-end and execute reliably with Claude Opus 4.6, now available in Microsoft Foundry.
⚡️ F# Weekly digs into FScript and the charm of slow, handcrafted code
This week’s F# Weekly highlights two things: a look at FScript and a piece celebrating intentionally slow, handcrafted code. If you're into lightweight scripting or enjoy stories about writing code by hand instead of rushing optimizations, this issue is worth a scroll.
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This week’s F# Weekly highlights two things: a look at FScript and a piece celebrating intentionally slow, handcrafted code. If you're into lightweight scripting or enjoy stories about writing code by hand instead of rushing optimizations, this issue is worth a scroll.
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Sergey Tihon's Blog
F# Weekly #6, 2026 – FScript & An ode to “Slowly” handcrafted code
Welcome to F# Weekly, A roundup of F# content from this past week: Microsoft News .NET Framework 3.5 Moves to Standalone Deployment in new versions of Windows – .NET Blog Build AI Agents with…