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GitHub Copilot CLI MCP guide for adding custom servers with mcp-config.json, CLI commands, transports, tool scoping, registry search, examples, and tradeoffs. Link to article: https://www.devleader.ca/2026/07/25/using-mcp-servers-with-github-copilot-cli
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Deploy MCP server to Azure with C# using Azure Functions MCP extension or Azure Container Apps, with tradeoffs for scale, cost, auth, and cold starts. Link to article: https://www.devleader.ca/2026/07/25/deploying-your-c-mcp-server-to-azure-functions-vs-container-apps
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Hello Java customers! We are happy to announce the latest July 2026 patch & security update release for the Microsoft Build of OpenJDK. Check our Link to article: https://devblogs.microsoft.com/java/java-openjdk-july-2026-patch-security-update
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I just shipped Katabench, and it's the most fun system I've ever built: it takes C# from strangers and runs it safely on servers I own. Link to article: https://milanjovanovic.tech/blog/the-system-design-behind-my-new-saas
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Just to wind down from a busy week, I thought it would be nice to jot down an update about the Critter Stack and JasperFx roadmap as it looks like right now for the rest of the year. We’ve had a torrid release cadence this whole year with the big highlight being the “Critter Stack … Continue reading Critter Stack …
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Explore production-quality roslyn analyzer examples in C# -- naming conventions, null guard enforcement, and structured log validators you can adapt today. Link to article: https://www.devleader.ca/2026/07/24/realworld-roslyn-analyzer-examples-in-c-naming-null-checks-and-log-validators
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This post covers Opus 5’s improvements and practical guidance for AI engineers integrating the model into agentic systems and production inference workloads on Amazon Bedrock. See the documentation for Claude Platform on AWS. Link to article: …
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Docker brought together enterprise security leaders to tackle agentic AI's biggest challenge: how to govern AI agents without slowing developers down. Here's what they said. Link to article: https://www.docker.com/blog/agentic-ai-needs-guardrails-not-guesswork/
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Learn the architecture and design decisions behind an explainable next-best-product recommendation system for banking, built with Amazon SageMaker AI and PyTorch. A multi-tower neural network with learned attention delivers accurate, per-customer recommendations while providing the explainability that banking …
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OpenAI GPT-5.6 Sol, Terra, and Luna are now generally available on Amazon Bedrock. Learn how to select a model, run inference through the Responses API on the bedrock-mantle endpoint, reduce cost with prompt caching, connect the OpenAI Codex coding agent, and plan for quotas and scaling. Link to article: …
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So far, we have handled the case of a non-marshalable delegate by wrapping it in a delegate that fails with CO_E_NOT_SUPPORTED if used in a manne Link to article: https://devblogs.microsoft.com/oldnewthing/20260724-00/?p=112562
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Learn how to use the Strangler Fig pattern in C# to incrementally migrate a monolith to microservices. Step-by-step guide with real .NET code and YARP routing examples. Link to article: https://www.devleader.ca/2026/07/24/strangler-fig-pattern-in-c-refactoring-a-monolith-to-microservices
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Recently we introduced the Agent Memory Toolkit Link to article: https://devblogs.microsoft.com/cosmosdb/native-agent-memory-for-microsoft-agent-framework-powered-by-azure-cosmos-db
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When IntelliJ IDEA 2026.1 arrived, creating a new IntelliJ Platform plugin became simpler. It replaced the old IDE plugin generator and the IntelliJ Platform Plugin Template with the new web-API-based IDE plugin generator, which combines the best parts of the previous approaches. The new IDE plugin generator is …
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We’ve released updates for multiple major MPS versions that fix several additional issues. DOWNLOAD MPS What’s new Among the shared updates, two fixes backported from 2026.1 are worth highlighting: MPS-38409 – The new read-only-inspector style applies the read-only property to all editor cells in the inspector. When …
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I generally try to avoid copying blobs in Azure and just reference a single copy, but there are some situations where you do need to make a copy. The technique you choose can make a big difference to how long that copy takes. For example, the "naive" approach of downloading the source and re-uploading it to …
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In this post, we explain how Amazon Bedrock Guardrails can be configured for code generation workflows with coding assistants to overcome these constraints. With these best practices, you can build an efficient blueprint helping you with effective capacity planning with robust safety coverage. Link to article: …
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The Microsoft 365 Copilot Agent’s Playbook: A Practical Livestream Series for Building Better Agents
Building on Microsoft 365 Copilot? Here's your playbook. Declarative agents are quickly becoming one of the most excit Link to article: https://devblogs.microsoft.com/blog/the-microsoft-365-copilot-agents-playbook-a-practical-livestream-series-for-building-better-agents
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Next month I'm hosting a free webinar on Vertical Slice Architecture, DDD, and how they fit in with AI-assisted development. I, like a lot of developers, have embraced AI assistance for designing and building systems. While these tools can accelerate the creation of code, they don' Link to article: …
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Most multi-agent apps wire every flow in application code: the sequence of steps, branching, and handoffs between agents all live inside the program, making the orchestration harder to review, version, and change. Declarative workflows make that orchestration ex Link to article: …
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