Understand the Specification Pattern in C#, distinguish domain rules from query criteria and query envelopes, and decide when it fits a modern .NET design. Link to article: https://www.devleader.ca/2026/08/13/specification-pattern-in-c-a-practical-guide-for-modern-net

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Most of us are familiar with one-to-one agent chats: private, direct interactions where rules are relatively simple. With only you and the agent, each moment has clear intent. You can ask follow-up questions, pause, or restart without worrying about how each exchange affects anyone else. Collaboration in groups works …

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Learn how startups use GPT-5.6 to build faster, more cost-efficient AI agents with smarter model selection and new Responses API capabilities. Link to article: https://openai.com/index/builders-guide-to-gpt-5-6

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Open weight models are having a moment, driven by control, choice, and cost. Hybrid and local AI are now getting serious looks, so JetBrains teamed up with DeepLearning.AI on a free AI Coding Workflows: Hybrid to Local course that covers the ideas and options. The course is now available and uses PyCharm and its AI […] …

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Preview Ultrafast, a new OpenAI API service tier that runs GPT-5.6 Sol up to 14× faster. Powered by Cerebras, it delivers up to 750 output tokens per second. Link to article: https://openai.com/index/previewing-ultrafast

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OpenAI appoints Dali Rajic as Chief Revenue Officer to lead its global revenue organization and help businesses realize the full value of AI. Link to article: https://openai.com/index/dali-rajic-chief-revenue-officer

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A developer in DevOps pushes a Kubernetes deployment with no resource limits, a pod running as root explicitly, and a GitHub Actions workflow runs with mutable tags – and it goes straight to production, unnoticed. No quality gate. No IDE warning. No CI failure. An innocuous change, silently shipped, but with high …

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I know, you were probably wandering around today and thinking to yourself, my life would be more complete if there was just a library out there that gave you the developer experience of the tried and true Marten library, but backed by Sqlite so you could just get things done on projects that don’t really … Continue …

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Learn a stable architecture for RAG and embeddings in .NET, connecting ingestion, retrieval, citations, authorization, evaluation, observability, and deletion. Link to article: https://www.devleader.ca/2026/08/12/rag-and-embeddings-in-net-a-stable-architecture-guide

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Enterprise content is no longer just something people read. AI apps and agents are only as useful as the information they can understand, yet much of the world’s enterprise knowledge is locked in documents, forms, tables, images, audio, and video. The latest Azure Content Understanding updates help developers turn that …

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Enterprise content is no longer just something people consume. As organizations increasingly rely on AI to extract and act on information from documents, images, audio, and video, Azure Content Understanding is expanding support for the GPT-5 series and improving grounding and confidence to deliver greater flexibility, …

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Docker VMM is now available in public beta for Mac and Windows. Learn what this means for performance, stability, and governance and how to try it yourself. Link to article: https://www.docker.com/blog/docker-vmm-public-beta/

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Learn how to visualize and analyze Amazon Bedrock cost attribution using Amazon Athena and CUDOS dashboards. This post shows how to set up CUR 2.0 with IAM principal data, query Bedrock spend by principal, project, and team, and build dashboards to track AI costs across your organization. Link to article: …

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Agent Baseline is a blueprint for AI adoption that defines six security outcomes for putting enterprise agents to work without giving them unchecked authority. Consider this scenario: a customer-support agent receives a ticket with an attachment. Hidden inside the attachment is an instruction: query the customer …

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Instructions files have a habit of growing in only one direction. A model makes a mistake, so somebody adds a rule. A tool changes, so somebody adds a workaround. A new model arrives, but the old guidance stays. Before long, the repository has an instructions file that reads like a combination of onboarding guide, …

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Learn what's new in Visual Studio Code 1.133 Read the full article Link to article: https://devblogs.microsoft.com/vscode-blog/visual-studio-code-1.133

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TL;DR: This post relates findings about language migration from the 2025 State of Developer Ecosystem survey. In general, project requirements are still the most common reasons for switching languages. One outlier from this trend, however, is Kotlin. People switch to Kotlin not because they have to; they switch because …

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The Agent Client Protocol (ACP) defines a common contract between a client – like IntelliJ IDEA – and an agent. IntelliJ IDEA already includes several ACP-compatible agents: Codex, Claude Agent, and Junie. Beyond these bundled options, the ACP Registry provides more choices, and teams can register internal or unlisted …

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Learn how OneAdvanced, a UK enterprise software provider, built a UK-sovereign AI platform by self-hosting Llama 4 Maverick and Llama Guard 4 on Amazon SageMaker AI, with a RAG pipeline on pgvector and over 50 agents built with Strands Agents SDK on Amazon ECS. Link to article: …

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Solv Labs built a governed agent-payments workflow on Amazon Bedrock AgentCore payments, where every transaction is authorized, attested in an AWS Nitro Enclave, priced for risk, and anchored to a public blockchain before settlement. See how the pattern gives enterprises a verifiable, auditable trail for autonomous …

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