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This post shows you how to configure training jobs on Amazon SageMaker AI to get the most out of Blackwell’s architecture on AWS. You learn how to select batch sizes and sequence lengths that take advantage of Blackwell’s expanded memory, choose the right precision format for your model size (1B to 64B parameters), and …
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In this post, we demonstrate how to implement video upscaling using SeedVR2 on SageMaker AI. We cover the solution architecture, walk through the deployment steps, and show performance comparisons that highlight the quality improvements and processing efficiency you can achieve. By the end of this post, you’ll have the …
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In this post, we show you how to build Chaplin (Customer Health and Planned Lifecycle Intelligence Nexus), an open source solution that uses AI agents exposed through the Model Context Protocol (MCP) to provide self-service health event analytics. Link to article: …
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This post shows how to build a governed, serverless data mesh on AWS that provides the secure, scalable data foundation production agentic AI requires. Link to article: https://aws.amazon.com/blogs/machine-learning/building-agentic-ai-applications-with-a-modern-data-mesh-strategy-on-aws/
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Learn what the EU Cyber Resilience Act requires, including SBOM mandates, vulnerability reporting, and compliance deadlines for container teams. Link to article: https://www.docker.com/blog/eu-cyber-resilience-act-overview/
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Modern development has shifted one old IDE paradigm significantly: Now, not only is it possible that a project is not hosted on the same physical or remote machine as your IDE instance, it could even be that both share the same host but are separated from one another inside isolated environments. If you are a […] Link …
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When news broke that SpaceX would acquire Cursor’s parent company, Anysphere, in a reported $60 billion all-stock deal, most of the discussion centered around AI. This was another milestone and enormous valuation, and signal that AI is still bringing enormous disruption. Those reactions aren’t wrong but they can …
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JetBrains AI supports multiple coding agents, including Junie, Codex, Claude Agent, and any ACP-compatible agent you bring yourself. Previously, AI users in JetBrains IDEs started in Chat mode and had to choose an agent themselves. As models became more advanced, agents became more capable and their adoption grew. We …
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Starting with the Toolbox App 3.6 Early Access Program (EAP), SSH connections to remote environments use the JetBrains Daemon (jetbrainsd) by default. We’re making this change available in the EAP first because jetbrainsd is becoming the shared background service for JetBrains tools. Moving SSH there helps us validate …
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Here’s a case worth pondering: your app freezes for ten seconds, and you ask an AI agent what’s wrong. What does it actually do? For a long time the honest answer was: it rummages through your code and takes a wild guess. A snapshot taken by a profiler tool is runtime evidence. It knows exactly […] Link to article: …
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"If we give it no flavor, we can say that it's really subtle." Link to article: https://devblogs.microsoft.com/oldnewthing/20260625-01/?p=112469
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The team responsible for shell32.dll received a bug saying that they were responsible for a large number of crashes in a particular third party program. Opening the crash dumps showed the clear signs of a stack overflow: # Child-SP RetAddr Call Site Link to article: …
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In the previous post in the series, we covered the security decisions you make on day one. In this part, we will talk about how to give your app access to Cosmos DB data, using roles and a managed identity instead of keys Link to article: …
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Master the visitor design pattern in C# with code examples, double dispatch, and best practices for separating algorithms from object structures. Link to article: https://www.devleader.ca/2026/06/25/visitor-design-pattern-in-c-complete-guide-with-examples
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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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