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Tutorials, how-tos and deep dives on AI, .NET, C#, cloud and developer tools, written by the community.
Master prompt engineering for AI! Learn to craft precise instructions for tools like OpenAI to get accurate, high-quality results. Boost productivity now!
Explore the AI hardware race: Google's TPUs vs NVIDIA's GPUs. Discover their core differences, performance, and which is best for your AI/ML workloads.
Claude Mythos: A powerful AI for cybersecurity, but with risks. It automates vulnerability detection and attack simulation, impacting developers and security.
Unlock the power of AI! Learn about AI-ready data modernization, Azure Accelerate for Databases, and how to transform your data for AI success. Drive better outcomes!
Explore the evolving AI landscape: Google's TPUs vs NVIDIA's GPUs. Discover how specialized hardware is reshaping AI infrastructure for speed and efficiency.
Explore AI security in the agentic era. Learn how Google-level platforms are redefining enterprise protection, mitigating risks, and ensuring safe AI automation.
Unlock the power of the Confusion Matrix! Learn how to interpret this essential tool for evaluating classification models, identifying errors, and improving accuracy.
Learn the common mistakes startups make when building AI products, including unclear use cases, model dependence, unreliable outputs, cost control, data strategy, and automation.
Discover the top 10 mistakes developers make when using AI tools like ChatGPT and LLMs. Learn practical strategies, real-world examples, and expert insights to become an AI-native developer and build smarter, faster, and more reliable software.
Explore machine learning as a vital skill for the future. Learn key concepts, tools, and how it's transforming industries. C# developers, dive into ML.NET!
Learn how AI inference uses trained models to make predictions, how it differs from training, and why speed, scaling, and deployment matter in production.
Learn how to generate, store, and query embeddings with vector databases for semantic search and RAG applications.
Learn how semantic search uses vector embeddings and similarity search to understand query intent, retrieve relevant content, and improve results beyond keyword matching.
Explore how capitalism adapts to AI, balancing productivity with consumer demand through 'creative destruction,' creating new roles and avoiding mass job elimination.
Build a custom MCP server to connect your AI assistant to a Firebase app. Automate data transfer and updates with clear tool descriptions for seamless integration.
Unlock the power of NLP! Learn about tokenization, the crucial first step in AI. Discover its types, importance, and how it fuels chatbots, LLMs, and more.
Explore fine-tuning vs. prompt tuning for AI models. Learn how to customize LLMs for accuracy or speed with OpenAI & Azure AI examples. Choose the right approach!
Compare CPUs, GPUs, TPUs, and LPUs for AI workloads, including orchestration, model training, tensor processing, and low-latency LLM inference.
Build your first .NET AI Agent using Semantic Kernel! Connect LLMs to real data with plugins. Learn to query a mock database for inventory levels automatically.
Discover how AI-powered autonomous testing agents are revolutionizing QA, enabling faster releases, improved accuracy, and significant cost savings. A must-read for 2026!
With the rise of AI tools like ChatGPT, developers can generate code faster than ever. However, this speed comes with a new responsibility—debugging and validating AI-generated code. This article provides a practical guide to identifying and fixing issues in AI-generated code using real-world C# examples. It covers common pitfalls such as missing validations, edge-case failures, and incorrect business logic. Additionally, it demonstrates how to ensure code reliability through unit testing with xUnit and implements a real-world ASP.NET API scenario. The article emphasizes the importance of developer judgment, testing, and debugging skills in the AI era, ensuring that generated code is not just functional but production-ready.
Automate coding tasks in large codebases with Claude Code! Boost productivity, improve code quality, and refactor efficiently. A guide to autonomous coding.
Explains how MCP tools, resources, and prompts differ, including their roles in AI workflows and practical examples of when to use each.
Discover Model Context Protocol (MCP): a standardized framework for AI models to connect securely with external tools. Simplify integration and boost scalability!
The software development journey has evolved significantly—from relying on community-driven platforms like Stack Overflow to interacting with modern AI tools such as ChatGPT. This article explores how developers have transitioned from searching and analyzing solutions to generating and refining code through AI. It highlights the benefits, challenges, and risks of this shift, emphasizing the importance of maintaining strong fundamentals, critical thinking, and debugging skills in the AI era. Through relatable insights and real-world observations, the article provides a balanced perspective on how developers can effectively use AI as a powerful assistant—without becoming overly dependent on it.
Unlock AI's potential with RAG! Learn how this architecture solves knowledge cutoffs, hallucinations, and data privacy issues by grounding AI in real-time data.
Multimodal AI combines text, images, & audio for human-like understanding. Learn how it works, its real-world applications, and why it's a game-changer.
Unlock AI specialization! Fine-tuning adapts pre-trained models like GPT for specific tasks, boosting performance and cutting costs. Build your own 'CatGPT'!
Unlock the power of OpenAI's function calling! Learn how to integrate AI with external systems, automate tasks, and build smarter applications. Step-by-step guide included.
Unlock the power of AI agents! Learn how they go beyond models to plan, act, and achieve goals. Explore agent architecture, tools, and real-world applications.
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