Many developers publish packages to NuGet.org via API keys. In recent years, API keys and Personal Access Tokens (PATs) have been frequently used as an attack vector to gain access to systems. There are multiple problems with API keys and PATs; the two biggest ones are that they are loose strings that are easy to lose, …

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Formula 1® partnered with AWS to build the Data Accelerator, using agentic AI on Amazon Bedrock AgentCore to transform its MarTech data platform. Learn how F1 cut data source onboarding from up to 8 weeks to about 40 minutes, automated schema evolution, and gained end-to-end observability across its fan-engagement data …

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Amazon Bedrock now supports automatic Automated Reasoning policy refinement. The refinement engine diagnoses failing tests and proposes formal-logic fixes for rule issues and language issues, and you approve every change before it takes effect. This post walks through both refinement modes with complete API and console …

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Introduction Modernizing SQL Server databases to Aurora PostgreSQL often stalls before it starts. Infrastructure setup, network configurations, credential sharing, and security reviews create weeks of friction before teams can even assess what the migration involves. With Offline Source in AWS Transform full-stack …

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Let’s talk about the elephant in every data scientist’s room (or in this case, the panda). You’ve probably touched pandas before, even if nobody introduced you two properly. Ever opened a CSV file in Python and tried to make sense of it? Sorted a column, dropped some junk rows, and prayed a merge would work? […] Link …

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Now in Docker AI Governance: a single searchable record of every policy decision your agents trigger, streamed to the SIEM your security team already runs, so you can show what your agents did and what your policy stopped. Today, Docker AI Governance now streams every policy decision in your organization into the SIEM …

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Learn how Docker Sandbox kits turn empty sandboxes into productive development environments with repeatable tooling, credentials, and configuration. Link to article: https://www.docker.com/blog/empty-sandboxes-break-developer-experience/

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Over the past six months at JetBrains, our AI development expenses have increased roughly 10x. When the costs started rising, of course we noticed – and realized that we simply didn’t know how to control them systematically. We didn’t know because our developers don’t just use the AI tools we build. They decide for …

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Adding a Clone method to a C# record When using records, creating a copy with with is concise: var sample = new Sample("meziantou"); _ = sample with { }; public record Sample(string Value); This works well, but sample with { } is not always obvious as a discoverable Clone API for consumers. Why public Sample …

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Is [LibraryImport] always faster than [DllImport]? Not necessarily. I benchmarked both across native Windows API calls, string marshalling, handles, out parameters, and allocation-heavy scenarios. The results may surprise you. Link to article: …

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Learn distributed tracing in .NET with OpenTelemetry: W3C trace context, Baggage, and traceparent headers linking spans across services, with C# examples. Link to article: https://www.devleader.ca/2026/08/01/distributed-tracing-across-net-services-with-opentelemetry-w3c-trace-context-and-baggage

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Master NLog in .NET with this complete guide. Learn targets, rules, layout renderers, structured logging, and performance optimization for C# applications. Link to article: https://www.devleader.ca/2026/08/01/nlog-in-net-complete-guide-to-flexible-logging

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Nobody regrets microservices on day one. The regret shows up eighteen months later, when the team is drowning in distributed-systems problems they never needed… Link to article: https://milanjovanovic.tech/blog/should-you-split-that-into-microservices-ask-these-5-questions-first

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OpenAI shares new results on long-standing open problems in mathematics and theoretical computer science, including advances in geometry, cryptography, and complexity. Link to article: https://openai.com/index/ten-advances-in-mathematics

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A practical guide to OpenTelemetry exporters in .NET -- configuring OTLP, Prometheus, Azure Monitor, and Jaeger with real C# examples for ASP.NET Core. Link to article: https://www.devleader.ca/2026/07/31/opentelemetry-exporters-in-net-otlp-prometheus-jaeger-and-azure-monitor

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Amazon Quick introduces the Agentic Catalog Experience, an AI-powered workflow for data curators to discover upstream catalog assets in natural language and auto-create Datasets and Topics with inherited semantics. Now in preview for AWS Glue Data Catalog and Databricks Unity Catalog. Link to article: …

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Eliminate Stored Credentials in Your CI/CD Pipelines TL;DR: Docker now supports OpenID Connect (OIDC) for GitHub Actions. Your workflows can authenticate with short-lived, per-run tokens instead of stored PATs or OATs. No secrets to rotate, no credentials to leak. GitHub OIDC connections are available to organizations …

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As your AI agents move from prototype to production, the challenge shifts from getting them to work to keeping them fast and efficient. Learn how to use Amazon Bedrock AgentCore Observability and Amazon CloudWatch to find performance bottlenecks and diagnose memory issues in long-running agent sessions. Link to …

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A common request to a coding agent is only one line: Generate unit tests. That request leaves important questions open. Which code needs tests? Which test framework does the project use? Where should the tests go? How does the build find them? What should the tests check? The agent can learn from the repository, Link …

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OpenAI shares how its safety, security, transparency, and provenance practices support responsible AI governance in Europe. The work will continue as the EU AI Act advances. Link to article: https://openai.com/index/advancing-responsible-ai-across-europe

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