AI Insights & Resources

Curated articles on AI tools, code generators, LLMs, cloud platforms, and machine learning

Development Tools8 min read

Best AI Code Generators in 2025

Compare the top AI-powered code generators including GitHub Copilot, Cursor, v0, and more. Find the best tool for your development workflow.

AICode GenerationToolsDevelopment
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AI Technology12 min read

Complete Guide to Large Language Models (LLMs)

Understanding GPT-4, Claude, Gemini, and other leading LLMs. Learn about capabilities, use cases, pricing, and how to choose the right model.

LLMGPTClaudeAI Models
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AI Protocols10 min read

What is MCP Protocol? Model Context Protocol Explained

Deep dive into the Model Context Protocol (MCP) by Anthropic. Learn how it enables AI agents to connect with external data sources and tools.

MCPProtocolAnthropicAI Agents
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Cloud Computing15 min read

Best Cloud Platforms for AI Workloads

Compare AWS, Google Cloud, Azure, and specialized AI platforms for machine learning deployment. Find the best infrastructure for your AI projects.

CloudAWSGCPAzureAI Infrastructure
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Machine Learning20 min read

Deep Learning Fundamentals: A Practical Guide

Master the basics of deep learning including neural networks, backpropagation, and training techniques. Practical examples with PyTorch and TensorFlow.

Deep LearningNeural NetworksPyTorchTensorFlow
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AI Technology10 min read

Best LLMs for Different Use Cases

Which LLM should you use? Compare GPT-4, Claude 3.5, Gemini, Llama 3, and Mistral for coding, writing, reasoning, and cost-effectiveness.

LLMComparisonGPT-4ClaudeGemini
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AI Development14 min read

Building AI Agents with MCP

Step-by-step guide to building autonomous AI agents using the Model Context Protocol. Learn integration patterns and best practices.

AI AgentsMCPDevelopmentAutomation
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Database11 min read

Vector Databases for AI Applications

Compare Pinecone, Weaviate, Milvus, and Qdrant for semantic search and RAG applications. Choose the right vector database for your needs.

Vector DatabaseRAGEmbeddingsSearch
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AI Development16 min read

Fine-tuning LLMs: When and How

Learn when fine-tuning makes sense, compare methods (full, LoRA, QLoRA), and get practical tips for training custom language models.

Fine-tuningLLMTrainingMachine Learning
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AI Techniques9 min read

Prompt Engineering Best Practices

Master the art of prompt engineering with proven techniques: few-shot learning, chain-of-thought, and system prompts that get better results.

PromptingAITechniquesBest Practices
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Business12 min read

AI Cost Optimization Strategies

Reduce AI API costs by 50-80% with smart caching, model selection, prompt optimization, and batch processing techniques.

CostOptimizationBusinessAI Strategy
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AI Architecture13 min read

RAG vs Fine-tuning: Which to Choose?

Compare Retrieval Augmented Generation and fine-tuning for customizing LLM behavior. Learn trade-offs, costs, and use cases.

RAGFine-tuningArchitectureLLM
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