learning

Ydarias shares his open-source Teach skill, a stateful AI teaching skill that creates missions, resources, lessons, glossaries, and cheat sheets while tracking progress through the zone of proximal development. The skill turned out impressively effective, even teaching him to solve a Rubik's cube.

The author describes a workflow for learning complex topics by using LLMs to build low-poly interactive simulations, such as ChipTycoon, which visualizes chip manufacturing. This method helps retain knowledge better than reading or bulleted lists.

An AI-generated, self-directed electronics course for hams and makers, teaching analog circuits through hands-on scope measurements. The GitHub repo includes a syllabus, 15 experiments, projects, and a print build script.

A tweet highlights a 30-minute video and guide explaining how Anthropic builds graphs that remember, learn from mistakes, and improve over time, contrasting graphs with one-shot agents.

A tweet compiling engineering blogs from 40 top tech companies for learning system design and architecture from real-world production playbooks.

Gesture Synth School is a practice app for learning to play music using hand gestures.

A free online resource offering Rust programming language tutorials with code examples, built using Hugo and Pagefind.

A beginner shares their experience learning to fly FPV drones, using simulators, AI assistance for gear recommendations, and detailing the equipment they purchased.

Matt Pocock shares a glowing testimonial from Lucas Meijer about his Wayfinder product and its associated skills.

The author shares personal experiments showing that a receipt layer for tracking agentic actions can let an LLM recall based on receipts alone, arguing that receipts are load-bearing for an agent and that changing them changes the agent. They invite discussion and link to a full blog post.

A tweet recommending a breakdown for learning AWS storage from scratch.

A developer reflects on how AI coding tools boost productivity but may hinder deep learning, as users ship code they don't fully understand, raising questions about skill development.

Wondering is a new learning app positioned as 'Duolingo for learning anything', launched on Product Hunt.

A curated list of the best cybersecurity books for 2026, covering topics from web application security and exploitation to pentesting and certification.

A reflective essay on how AI-assisted reading and coding reduce the cognitive strain once essential for deep learning, and the author's personal efforts to restore that mental challenge through handwriting and code-by-hand.

Focus Room is a tool that transforms YouTube into a personalized learning platform.

Vimgolf.ai is a web app that teaches Vim through a map of progressively challenging levels, aimed at beginners.

A blog post advocating for writing toy programs as a way to understand software deeply and rediscover the joy of coding, arguing against over-engineering and the industrialization of software development.

An interactive guide introducing Clojure programming with animated code playbacks and hands-on exercises, covering functions, immutable data, recursion, and more.

A classic essay by Peter Norvig arguing that becoming an expert programmer takes about ten years of deliberate practice, and criticizing quick-learning books.