tutorials
30 articles about tutorials in AI news
Claude Code v2.1.90: /powerup Tutorials, Performance Gains, and Critical Auto Mode Fix
Claude Code v2.1.90 adds interactive tutorials, improves performance for MCP and long sessions, and fixes a critical Auto Mode bug that ignored user boundaries.
Fenty Beauty Launches 'Rose Amber' AI Advisor on WhatsApp, Joining L'Oréal in Chat-Based Commerce Push
Fenty Beauty has launched 'Rose Amber,' a conversational AI advisor on WhatsApp for product recommendations and tutorials. This reflects a broader industry shift, with L'Oréal already generating over 20% of its DTC sales in Brazil via WhatsApp and planning a 2026 expansion of its own AI tool to the platform.
Build-Your-Own-X: The GitHub Repository Revolutionizing Deep Technical Learning in the AI Era
A GitHub repository compiling 'build it from scratch' tutorials has become the most-starred project in platform history with 466,000 stars. The collection teaches developers to recreate technologies from databases to neural networks without libraries, emphasizing fundamental understanding over tool usage.
NVIDIA and Unsloth Release Comprehensive Guide to Building RL Environments from Scratch
NVIDIA and Unsloth have published a detailed practical guide on constructing reinforcement learning environments from the ground up. The guide addresses critical gaps often overlooked in tutorials, covering environment design, when RL outperforms supervised fine-tuning, and best practices for verifiable rewards.
Anthropic, Google, Meta, NVIDIA Offer Free AI Learning Resources
A curated list from VMLOps highlights free AI learning resources from 10 major companies, including Anthropic, Google, Meta, and NVIDIA. This reflects a broader industry effort to lower the barrier to entry and cultivate talent for their respective platforms.
Awesome AI Apps GitHub Repo Hits 9.2K Stars with 70+ Runnable Agent Projects
The 'Awesome AI Apps' GitHub repository has amassed 9.2K stars by providing 70+ self-contained, runnable AI agent projects. It structures examples from basic bots to multi-agent pipelines, offering a practical alternative to link-only lists.
Stanford Releases Free LLM & Transformer Cheatsheets Covering LoRA, RAG, MoE
Stanford University has released a free, open-source collection of cheatsheets covering core LLM concepts from self-attention to RAG and LoRA. This provides a consolidated technical reference for engineers and researchers.
VMLOps Curates 500+ AI Agent Project Ideas with Code Examples
A developer resource has compiled over 500 practical AI agent project ideas across industries like healthcare and finance, complete with starter code. It aims to solve the common hurdle of knowing the technology but lacking a concrete application to build.
VMLOps Launches Free 230+ Lesson AI Engineering Course with Production-Ready Tool Portfolio
VMLOps has launched a free, hands-on AI engineering course spanning 20 phases and 230+ lessons. It uniquely culminates in students building a portfolio of usable tools, agents, and MCP servers, not just theoretical knowledge.
VMLOPS's 'Basics' Repository Hits 98k Stars as AI Engineers Seek Foundational Systems Knowledge
A viral GitHub repository aggregating foundational resources for distributed systems, latency, and security has reached 98,000 stars. It addresses a widespread gap in formal AI and ML engineering education, where critical production skills are often learned reactively during outages.
Fine-Tuning an LLM on a 4GB GPU: A Practical Guide for Resource-Constrained Engineers
A Medium article provides a practical, constraint-driven guide for fine-tuning LLMs on a 4GB GPU, covering model selection, quantization, and parameter-efficient methods. This makes bespoke AI model development more accessible without high-end cloud infrastructure.
Apple Removes AI Coding Apps Replit & Vibecode from App Store, Coinciding with Xcode AI Integration
Apple has removed AI-powered coding apps Replit and Vibecode from the App Store, reportedly for enabling app creation outside Apple's approval system. This coincides with Apple's recent integration of its own AI coding assistant into Xcode.
TensorFlow Playground Interactive Demo Updated for 2026, Enabling Real-Time Neural Network Visualization
The TensorFlow Playground, an educational web tool for visualizing neural networks, has been updated. Users can now adjust hyperparameters and watch the model train and visualize decision boundaries in real-time.
Microsoft Launches Free 'AI Agent Course' for Developers, Covers Design Patterns to Production
Microsoft has released a comprehensive, hands-on course for building AI agents, covering design patterns, RAG, tools, and multi-agent systems. It's a practical resource aimed at moving developers from theory to deployment.
6 Months of Claude Code: The Python Setup That Actually Works
A developer's battle-tested CLAUDE.md template, three essential commands, and the test-first workflow that cuts review time in half.
Anthropic's Free AI Courses: The Fastest Way to Master MCP for Claude Code
Anthropic's new free certification courses provide a direct, structured path to mastering MCP and agentic workflows, which are critical for unlocking Claude Code's full potential.
AI Engineer Publishes Free Open-Source Textbook Compiling Math, CS, and AI Concepts
An AI engineer has compiled a comprehensive, free open-source textbook covering mathematics, computer science, and AI concepts. The resource is built with an intuitive, visual-first approach to aid learning.
Georgia Tech Launches Free, Interactive Data Structure & Algorithm Visualization Tool
Researchers at Georgia Tech have released a free, web-based educational tool that generates real-time, interactive animations for data structures and algorithms. The platform aims to improve comprehension by visually demonstrating code execution step-by-step.
OpenCSF: A 1.5TB Free Computer Science Library Emerges from Unstructured Web Data
A new open-source dataset called OpenCSF has been compiled, containing 1.5TB of computer science materials scraped from public web sources. It provides a massive, free corpus for AI training and research in software engineering and CS education.
3 MCP Patterns That Make Your Claude Code Agent Production-Ready
Move beyond basic MCP servers with capability manifests, guardrails, and checkpointing to build reliable Claude Code agents that can run autonomously.
Brand Toolkit: The First MCP Server for Framework-Driven Brand Development
A new Claude Code plugin that structures brand building using expert frameworks, sharing state between skills via a central brand-brief.md file.
LangGraph vs CrewAI vs AutoGen: A 2026 Decision Guide for Enterprise AI Agent Frameworks
A practical comparison of three leading AI agent frameworks—LangGraph, CrewAI, and AutoGen—based on production readiness, development speed, and observability. Essential reading for technical leaders choosing a foundation for agentic systems.
Tongyi Lab Releases World's First Open-Source Multi-Speaker AI Dubbing Model
Alibaba's Tongyi Lab has released the first open-source AI model capable of dubbing multi-speaker conversations, addressing one of the hardest problems in AI video generation. The model synchronizes voice with lip movements across multiple speakers in a single pass.
How to Build Interactive Apps with Claude Code Using JSON as a Bridge
A developer built a music maker where Claude generates beats via JSON, showing how to create collaborative AI tools without complex APIs.
Anthropic Cybersecurity Skills: Open-Source GitHub Repo Provides 611+ Structured Security Skills for AI Agents
A developer has released an open-source GitHub repository containing 611+ structured cybersecurity skills designed for AI agents. Each skill includes procedures, scripts, and templates, built on the agentskills.io standard.
Demystifying AI: Open-Source Blueprint Reveals How to Build ChatGPT From Scratch
A new GitHub repository called 'LLMs-from-scratch' provides a complete, line-by-line guide to building a GPT model in PyTorch, removing the black-box nature of large language models and empowering developers to understand and create their own AI systems.
Democratizing AI Development: 'Elements of AI Agents' Course Launches as Entry Point for Builders
A new text-based course titled 'Elements of AI Agents' has been introduced, designed to provide an accessible entry point for individuals interested in building AI agents. The course represents a structured educational resource in the rapidly evolving AI agent landscape.
Google's Gemini Embedding 2 Unifies All Media Types in Single AI Framework
Google has launched Gemini Embedding 2, its first fully multimodal embedding model that maps text, images, video, audio, and documents into a single shared vector space. The breakthrough supports 100+ languages and flexible vector sizing for optimized performance.
Shenzhen's OpenClaw Event Reveals China's Grassroots AI Adoption Frenzy
A massive public gathering in Shenzhen saw developers from major Chinese tech companies helping ordinary citizens install OpenClaw AI systems, demonstrating China's rapid, bottom-up technology adoption at unprecedented scale.
Anthropic's Stealth Education Revolution: Free AI Curriculum Democratizes Technical Knowledge
Anthropic has launched a comprehensive, completely free AI curriculum designed to make technical AI education accessible to everyone. The curriculum covers fundamentals to advanced topics without tuition, waitlists, or prerequisites, potentially reshaping how AI knowledge is distributed.