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A short time ago, we observed that there's usually no need to wrap a callable in a lambda, and more recently observed that Link to article: https://devblogs.microsoft.com/oldnewthing/20260821-00/?p=112632
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Run AI agents in GitHub Actions with Docker Sandboxes. See how isolated agents can run Testcontainers tests, fix code, and open draft pull requests. Link to article: https://www.docker.com/blog/running-ai-agents-in-github-actions-with-docker-sandboxes/
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Use the Specification Pattern with EF Core DbContext queries while keeping tracking, result limits, cancellation, SQL checks, and relational tests explicit. Link to article: https://www.devleader.ca/2026/08/21/specification-pattern-with-ef-core-without-a-repository
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Spring Boot provides comprehensive externalized application configuration support. It enables one application artifact to run in different environments by supplying values from various sources such as: In this article, we’ll explore the best practices for managing Spring Boot application configuration.A well-designed …
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Amazon Bedrock now offers OpenAI GPT-5.6 models (Sol, Terra, and Luna) in more than 25 AWS Regions with cross-Region inference. Learn how US geographic and global inference profiles route requests for higher throughput, how to call the models with the OpenAI and Converse APIs, and how to configure IAM, quotas, and …
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Healthcare, retail, and life sciences teams store large volumes of operational data in Snowflake, but turning it into predictions is hard. In Part 1 of this series, you set up your AWS account and Snowflake environment for a no-code ML workflow with Amazon SageMaker Canvas, laying the foundation for building a fraud …
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In Part 2 of this no-code ML series, you connect Amazon SageMaker Canvas to Snowflake, prepare and join transaction data with Data Wrangler visual transformations, and train an XGBoost fraud detection model. All without writing machine learning code, laying the groundwork for interactive dashboards in Part 3. Link to …
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In Part 3 of this no-code ML series, you bring fraud detection predictions to life. Import your Amazon SageMaker Canvas predictions into Amazon Quick Sight, build interactive dashboards, use generative BI to answer questions in natural language, and publish AI-generated executive summaries for stakeholders. Link to …
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Learn Azure AI Search vector search .NET query mechanics, including vector fields, dimension alignment, top-k results, filters, scores, and stable C# APIs. Link to article: https://www.devleader.ca/2026/08/20/vector-search-in-net-the-azure-ai-search-query-model
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Apply to become a Docker Verified Publisher (DVP) now directly through Docker Hub. Get your verified content seen first by devs looking for trusted options. Link to article: https://www.docker.com/blog/docker-verified-publisher-applications-are-now-self-serve/
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AI agents can take actions that do not match your organization's policies. Policy in Amazon Bedrock AgentCore lets teams enforce controls across agents, now including time-based constraints. This post shows how Policy Authoring turns natural-language policy documents into correct Dogwood policies, with worked examples …
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Scaling agentic AI across an enterprise requires patterns that preserve flexibility while avoiding vendor lock-in. In this second post of our multi-agent series, we examine how ML teams operate many agentic AI systems across a multi-everything environment of frameworks, models, and providers, and the principles that …
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Learn how AWS Professional Services uses a multi-agent framework built on Amazon Bedrock AgentCore to automate enterprise cloud migrations end to end. Purpose-built AI agents handle discovery, infrastructure as code generation, portfolio governance, and post-migration operations, reducing IaC development time from …
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AWS offers a broad portfolio of vector search built directly into the databases and storage services you already use, with no standalone vector database or data migration required. This post covers six purpose-built services, a decision framework for choosing the right engine, and customer proof points for each. Link …
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Learn how to add context-aware security monitoring to FHIR APIs using Amazon Bedrock. This post shows how to detect anomalous access patterns, classify data sensitivity automatically, and generate compliance reports in natural language, all without adding latency to clinical workflows. Link to article: …
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CritterWatch 1.0 dropped yesterday, and you can read the official release on the JasperFx Software site. This blog post is just me being thankful for all the folks who helped build CritterWatch or test it along the way: And to Oskar Dudycz for all his contributions across the Critter Stack as much of CritterWatch are … …
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The 2026 Django Developers Survey (results coming soon!) found that AI is part of the weekly or daily workflow for 90% of respondents. AI can write code quickly, but Django developers still need to understand the application, evaluate what the agent produces, and be accountable for what ships. That makes your IDE more …
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Go 1.27 is here, and the release notes have plenty to explore. Language updates include generic methods, promoted field names in struct composite literals, and improved function type inference. Beyond the language itself, Go 1.27 expands go fix with new modernizers and adds a profile for finding goroutine leaks. These …
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A new release of the Microsoft build of Go is now available for download. For more information about this release and the changes included, see the table below: Microsoft Release Upstream Tag Link to article: https://devblogs.microsoft.com/go/go-1-27-0-1-microsoft-build-now-available
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A new release of the Microsoft build of Go is now available for download. These minor releases include a fix to address a breakage affecting unencrypted HTTP/2 (h2c) connections caused by a security patch included in last week’s release. See Link to article: …
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