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ArticleAnthropic Blog

Introducing Claude 4: Opus and Sonnet Set New Standards

Anthropic's Claude 4 family introduces next-generation AI models with state-of-the-art coding capabilities. Opus 4 excels at complex reasoning and creative tasks, while Sonnet 4.5 became the best coding model in the world with 72.7% on SWE-bench.

agentsLLMsAnthropic
May 22, 2025 8 min
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ArticleOpenAI Blog

OpenAI o3 and o4-mini: Advancing Reasoning at Scale

OpenAI's o3 represents a breakthrough in chain-of-thought reasoning at scale. Announced December 20, 2024, o3 shows significant improvements on mathematical and coding benchmarks. o3-mini released January 31, 2025 offers cost-effective reasoning.

LLMsreasoningOpenAI
Apr 16, 2025 10 min
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GuideMModel Context Protocol Docs

Getting Started with Model Context Protocol (MCP)

A comprehensive guide to the Model Context Protocol — an open standard for connecting AI assistants to tools and data sources. Learn how to set up MCP servers, create resources, and enable your AI to interact with external systems.

MCPagentsTypeScript
Jun 1, 2025 15 min
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ArticleArs TechnicaArs Technica

Apple M4 MacBook Pro: The Local AI Inference Revolution

Apple's M4 chip, introduced November 8, 2024, brings unprecedented local AI inference capabilities to MacBook Pro. With the Neural Engine and unified memory architecture, developers can run 70B parameter models locally.

Apple Siliconlocal inferencehardware
Nov 8, 2024 12 min
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VideoYouTube

Intro to Large Language Models - Andrej Karpathy

Andrej Karpathy's comprehensive introduction to LLMs, covering neural networks, transformers, attention mechanisms, and how GPT models work. Essential viewing for anyone building with AI.

LLMsfundamentalseducation
Oct 15, 2024 45 min
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ArticleAApple MLX Blog

MLX: Apple's Framework for On-Device Machine Learning

Apple's MLX framework is designed specifically for Apple Silicon, enabling efficient on-device inference. With lazy computation and unified memory optimization, MLX outperforms llama.cpp on most model sizes.

MLXApple Siliconlocal inference
Dec 10, 2024 15 min
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18 results
ArticleAnthropic Blog

Introducing Claude 4: Opus and Sonnet Set New Standards

Anthropic's Claude 4 family introduces next-generation AI models with state-of-the-art coding capabilities. Opus 4 excels at complex reasoning and creative tasks, while Sonnet 4.5 became the best coding model in the world with 72.7% on SWE-bench.

agentsLLMsAnthropic
May 22, 2025 8 min
Read
ArticleOpenAI Blog

OpenAI o3 and o4-mini: Advancing Reasoning at Scale

OpenAI's o3 represents a breakthrough in chain-of-thought reasoning at scale. Announced December 20, 2024, o3 shows significant improvements on mathematical and coding benchmarks. o3-mini released January 31, 2025 offers cost-effective reasoning.

LLMsreasoningOpenAI
Apr 16, 2025 10 min
Read
GuideMModel Context Protocol Docs

Getting Started with Model Context Protocol (MCP)

A comprehensive guide to the Model Context Protocol — an open standard for connecting AI assistants to tools and data sources. Learn how to set up MCP servers, create resources, and enable your AI to interact with external systems.

MCPagentsTypeScript
Jun 1, 2025 15 min
Read
ArticleArs TechnicaArs Technica

Apple M4 MacBook Pro: The Local AI Inference Revolution

Apple's M4 chip, introduced November 8, 2024, brings unprecedented local AI inference capabilities to MacBook Pro. With the Neural Engine and unified memory architecture, developers can run 70B parameter models locally.

Apple Siliconlocal inferencehardware
Nov 8, 2024 12 min
Read
ArticleAnthropic Blog

Claude Code: AI-Powered Coding Agent in Your Terminal

Claude Code is Anthropic's agentic CLI that reads your entire codebase and codes alongside you. It operates at task level — give it a feature request or bug report and it works end-to-end with minimal hand-holding.

agentscodingClaude Code
Mar 1, 2025 10 min
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ArticleAAll Hands AI

OpenHands: The Open-Source AI Software Engineer

OpenHands (formerly OpenDevin) is an open-source AI software engineer that can autonomously resolve GitHub issues, write code, run tests, and submit PRs. Top performer on SWE-bench.

agentscodingSWE-bench
Feb 15, 2025 8 min
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ArticleAAider Blog

Aider vs Claude Code vs Codex CLI: Terminal Coding Agents Compared

Three serious terminal-based coding agents — Aider, Claude Code, and OpenAI's Codex CLI — each take a different approach to AI-assisted development. We benchmark all three on real coding tasks.

agentscodingcomparison
Apr 20, 2025 12 min
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GuideLangChain BlogLangChain Blog

RAG from Scratch: Building Retrieval-Augmented Generation Systems

A step-by-step guide to building production-ready RAG systems. Covers embeddings, vector stores (Chroma, Pinecone), chunking strategies, query transformation, and evaluation.

RAGPythonLangChain
Mar 15, 2025 20 min
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ArticleCrewAI BlogCrewAI Blog

CrewAI vs LangGraph: Choosing the Right Multi-Agent Framework

CrewAI and LangGraph are the two dominant frameworks for building multi-agent AI systems. CrewAI abstracts agents as role-playing crew members with goals and tools. LangGraph gives precise control through a directed graph model.

agentsmulti-agentCrewAI
May 10, 2025 15 min
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VideoYouTube

Intro to Large Language Models - Andrej Karpathy

Andrej Karpathy's comprehensive introduction to LLMs, covering neural networks, transformers, attention mechanisms, and how GPT models work. Essential viewing for anyone building with AI.

LLMsfundamentalseducation
Oct 15, 2024 45 min
Read
VideoYouTube

But what is a neural network? - 3Blue1Brown

Grant Sanderson's visually stunning explanation of neural networks and backpropagation. The clearest mathematical intuition for how deep learning actually learns.

neural networksfundamentalseducation
Mar 28, 2017 20 min
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ArticleOOpen WebUI Blog

Open WebUI vs LibreChat vs AnythingLLM: Best Self-Hosted AI Chat

The open-source AI chat UI space has exploded. Open WebUI dominates in Ollama integrations, LibreChat supports the most providers, and AnythingLLM ships everything in one desktop app.

Chat UIOpen WebUILibreChat
Apr 12, 2025 15 min
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ArticleAApple MLX Blog

MLX: Apple's Framework for On-Device Machine Learning

Apple's MLX framework is designed specifically for Apple Silicon, enabling efficient on-device inference. With lazy computation and unified memory optimization, MLX outperforms llama.cpp on most model sizes.

MLXApple Siliconlocal inference
Dec 10, 2024 15 min
Read
ArticleAnandTechAnandTech

NVIDIA Blackwell Architecture: The Future of AI Inference

NVIDIA's Blackwell architecture, featuring the B200 and GB200 NVL72, represents a massive leap in AI inference capabilities. With FP4 precision and 192GB HBM3e memory per GPU.

NVIDIABlackwellhardware
Oct 15, 2024 18 min
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ArticleAnthropic Blog

Claude Opus 4.5: The Most Robustly Aligned Model Yet

Claude Opus 4.5, released November 2025, is Anthropic's most robustly aligned model with significant improvements in coding, reasoning, and agentic task execution.

LLMsAnthropicClaude
Nov 1, 2025 8 min
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GuideAnthropic Docs

Agentic Coding with Claude Code: A Practical Workflow

How to set up Claude Code as a true agentic coding assistant — covering CLAUDE.md project context, tool permissions, memory patterns, and prompting strategies.

agentscodingClaude Code
Mar 20, 2025 15 min
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ArticleGGitHub Blog

The Rise of Open-Source AI Coding Agents in 2025

Open-source coding agents have matured significantly in 2025. From Claude Code to Aider to OpenHands, developers now have powerful options for AI-assisted development that run locally.

agentscodingopen source
Jun 10, 2025 12 min
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VideoYouTube

How AI Agents Actually Work - AI Explained

A clear explanation of how AI agents work — from tool use and function calling to planning loops and memory. Understanding the agent architecture is key to building reliable AI systems.

agentsagentic AIeducation
Jan 20, 2025 15 min
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