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AI agents are moving from demos to daily workflows. They write code, run commands, and complete multi-step tasks without constant hand-holding. But general-purpose agents don't know Docker. They don't understand your containers, your images, or your specific setup. Gordon does. Just run docker ai in your terminal or …
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Docker Sandboxes is a new primitive in the Docker's ecosystem that allows you to run AI agents or any other workloads in isolated micro VMs. It provides strong isolation, convenient developer experience and a strong security boundary with a network proxy configurable to deny agents connecting to arbitrary internet …
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Has your team’s sprint velocity actually improved since you approved all those AI coding tools? If not, recent research by JetBrains and UC Irvine shows your developers may be facing a new dimension of context switching that resists the usual fixes. The key findings were that most AI-assisted developers switched in and …
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Learn how to control assembly scanning in Needlr, including filtering assemblies, controlling which types get discovered, and organizing type registration in .NET applications. Link to article: https://www.devleader.ca/2026/02/23/assembly-scanning-in-needlr-filtering-and-organizing-type-discovery
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Windows has a set of reserved filenames that cannot be used for files or folders. These names are reserved for legacy reasons, dating back to DOS. If you try to create a file or folder with one of these names, you will get an error. The list of reserved names is: CON, PRN, AUX, NUL COM0 through COM9 LPT0 through LPT9 …
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SWE-bench Verified is increasingly contaminated and mismeasures frontier coding progress. Our analysis shows flawed tests and training leakage. We recommend SWE-bench Pro. Link to article: https://openai.com/index/why-we-no-longer-evaluate-swe-bench-verified
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OpenAI announces Frontier Alliance Partners to help enterprises move from AI pilots to production with secure, scalable agent deployments. Link to article: https://openai.com/index/frontier-alliance-partners
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Learn when to use Builder pattern in C# with clear decision criteria, code examples, and scenarios. Understand the signs that indicate Builder is the right choice. Link to article: https://www.devleader.ca/2026/02/22/when-to-use-builder-pattern-in-c-decision-guide-with-examples
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The article highlights the disappointing state of user experience in air travel, focusing on unreliable software, poor connectivity, and frustrating airline apps. Despite expectations for improvement, airline systems remain outdated and inefficient, causing significant discomfort and dissatisfaction for travelers. The …
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Learn how to use hosted services and background workers with Needlr, including automatic discovery of IHostedService and BackgroundService implementations. Link to article: https://www.devleader.ca/2026/02/21/hosted-services-with-needlr-background-workers-and-lifecycle-management
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Check out this week from Dev Leader! Here's a list including articles and videos on software engineering, career development, and programming in C#! Link to article: https://www.devleader.ca/2026/02/21/weekly-recap-20260220
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Complete guide to Microsoft Agent Framework in C#. Core abstractions, architecture, tool registration, sessions, and where MAF fits in the .NET AI ecosystem. Link to article: https://www.devleader.ca/2026/02/21/microsoft-agent-framework-in-c-complete-developer-guide
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Modular Monolith tells you how to split the system into modules. But it says nothing about how to organize code inside each module. Vertical Slice Architecture fills that gap, and the combination is incredibly powerful. Link to article: …
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In 2025, Amazon SageMaker AI saw dramatic improvements to core infrastructure offerings along four dimensions: capacity, price performance, observability, and usability. In this series of posts, we discuss these various improvements and their benefits. In Part 1, we discuss capacity improvements with the launch of …
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In 2025, Amazon SageMaker AI made several improvements designed to help you train, tune, and host generative AI workloads. In Part 1 of this series, we discussed Flexible Training Plans and price performance improvements made to inference components. In this post, we discuss enhancements made to observability, model …
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We’ve just released the next minor update for IntelliJ IDEA 2025.3 – v2025.3.3. You can update to this version from inside the IDE, using the Toolbox App, or using snaps if you are a Ubuntu user. You can also download it from our website. Here are the most notable updates: To find out more details […] Link to article: …
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Data API builder (DAB) supports multi-source configurations Data API builder (DAB) connects to your database with a safe REST or GraphQL endpoint. But DAB is not limited to just one database. Using a multi-source configuration, you can connect to more than one database simultaneously. Learn more about Data A Link to …
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Based on Docker’s State of Agentic AI report, a global survey of more than 800 developers, platform engineers, and technology decision-makers, this blog summarizes key findings of what's really happening as agentic AI scales within organizations. Drawing on insights from decision-makers and purchase influencers …
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At re:Invent 2025, AWS Transform unveiled an enhanced .NET developer experience in Visual Studio that is customizable, transparent, iterative, and collaborative. Our customers have asked for more insight into transformation activity and the ability to steer transformations. Developers can now benefit from editable …
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In this post, you’ll use a six-step checklist to build a new MCP server or validate and adjust an existing MCP server for Amazon Quick integration. The Amazon Quick User Guide describes the MCP client behavior and constraints. This is a “How to” guide for detailed implementation required by 3P partners to integrate …
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