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This is a guest post by Mateusz Maćkowski and Marek Grzelak, co-maintainers of cot.rs and speakers at Rustikon 2026. You can watch their full talk here. In the very beginning, all we wanted to do was build a JSON API. After doing that a few times in Rust, we noticed a recurring pattern. Every new […] Link to article: …
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Few programming languages have crossed as many technology boundaries as Python. It powers machine learning platforms, cloud automation, observability tooling, scientific research, infrastructure orchestration, cybersecurity… Link to article: …
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Imagine there’s a stranger out there who has nothing but API access to your chatbot. They are interested in knowing whether a specific patient, employee, or customer appears in the data you trained it on. Without breaching the database or stealing backups, this person can theoretically figure out this information with …
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A while ago at PyCon US 2026, I had the pleasure of listening to the Python Steering Council give updates about new features that are being added in Python 3.15. One that stood out was explicit lazy imports (via PEP 810), which defer module loading until first use. I am curious to see how this […] Link to article: …
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A new OpenAI research paper shows how AI agents are transforming work, enabling longer, more complex tasks and expanding productivity across roles. Link to article: https://openai.com/index/how-agents-are-transforming-work
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Learn EF Core unit testing in .NET 10 -- UseInMemoryDatabase vs SQLite in-memory, IDbContextFactory for isolation, seeding test data, and xUnit patterns. Link to article: https://www.devleader.ca/2026/06/24/testing-with-ef-core-in-c-inmemory-vs-sqlite-for-unit-tests
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The Azure Functions MCP extension provides simple abstractions to help you build and host MCP servers without having to learn the protocol details yourself. You can use the triggers and bindings model to expose any function as an MCP tool, resource, or prompt. Since its initial preview, the extension has grown from …
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In this post, we walk through how Huntington built a scalable AWS solution to detect and redact Personally Identifiable Information (PII) and Payment Card Industry (PCI) data from over 400 million documents, reducing processing time from years to just a few months while achieving 95%+ redaction accuracy. Link to …
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In this post, you will learn how to build a voice agent that handles appointment reminder conversations using Amazon Nova 2 Sonic and Amazon Bedrock AgentCore. The agent authenticates patients by voice, manages appointments (confirm, cancel, or reschedule), collects pre-visit health information, and escalates to human …
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In this post, you will learn how to build an end-to-end integration between Snowflake semantic views and Amazon Quick. The sample data is user review data for a media company. You start by loading movie review data from Amazon Simple Storage Service (Amazon S3) into Snowflake, define a semantic view in SQL to add …
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Learn what is new in Visual Studio Code 1.126 Read the full article Link to article: https://devblogs.microsoft.com/vscode-blog/visual-studio-code-1.126
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In this post, we demonstrate the architecture and approach Loka used to solve a common frustration: robotic, slow voice assistants that cause customers to hang up, damaging brand reputation and driving up support costs. Link to article: …
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This is the fifth article in a series about Agent Experience (AX): the practice of making AI coding agents work correctly with your technology. The series covers what you can and can't control in the agent stack, how to measure whether your extensions are helping or hurting, and how to iterate toward better outcomes. …
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You wanted your system to be resilient, so you followed the standard advice. You added retries.You added circuit breakers.You added fallbacks. But now your system is less resilient. Not because those patterns are bad. They are not. The problem is they are doing exactly what you told them to do. YouTube Check out my …
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Amper 0.11.0 is out, and you will notice a shift in the product branding immediately. If you missed the KotlinConf keynote (watch the recording), here’s the headline: Amper has evolved into the Kotlin Toolchain and is now Alpha! This release brings that transition to life, alongside the ability to publish JVM …
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Interpreter pattern best practices in C# for clean grammar design, expression tree management, and avoiding common DSL pitfalls. Link to article: https://www.devleader.ca/2026/06/24/interpreter-pattern-best-practices-in-c-code-organization-and-maintainability
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Infrastructure as code makes cloud environments repeatable, but repeatability does not automatically make deployments safe. A small Bicep change can have consequences far beyond the… Link to article: https://build5nines.com/azure-bicep-has-a-plan-mode-use-it-on-your-next-production-deployment/
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OpenAI and Broadcom introduce Jalapeño, a custom AI chip built for LLM inference to improve performance, efficiency, and scale across AI systems. Link to article: https://openai.com/index/openai-broadcom-jalapeno-inference-chip
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YouTrack 2026.2 introduces customer groups in YouTrack Helpdesk, helping B2B support teams tailor the support experience to different customers. Teams can manage tickets by company, team, or organization, maintain different SLAs, assign support agents to specific groups, and apply customer-specific rules. Multiple …
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C++ developers can now bring IDE-style semantic intelligence into Copilot CLI with less setup. The C++ language server plugin supports richer code navigation, diagnostics, symbol understanding, and code changes by using the same build context your compiler does. That build cont Link to article: …
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