
Self Improving Agents in 5 Minutes
Auto Agent: Self-Improving AI Harnesses Inspired by Karpathy’s Auto-Research Loop The video explains self-improving agents and highlights Kevin Guo’s Auto Agent project as an extension of Andrej Karp
Learn to build with AI agents, LLMs, and modern dev tools. Videos, open-source projects, and deep technical content, published weekly.

From your first AI agent to production-ready systems. Each path is a guided sequence of articles, videos, and projects - pick one and start building.
Weekly Newsletter
Every week: one deep dive, one tool breakdown, one repo you can fork. Read in 5 minutes.
Deep dives on Claude Code, Cursor, and AI agents
Real code you can fork - not toy demos
First to cover new tools and frameworks
Trusted by thousands of developers building with AI.

Agents forget everything between sessions. Here are the patterns that fix that: CLAUDE.md persistence, RAG retrieval, context compression, and conversation summarization.

Two platforms, two philosophies. Here is how Anthropic and OpenAI compare on APIs, SDKs, documentation, pricing, and the actual experience of building with each.

Anthropic's agentic coding CLI. Runs in your terminal, edits files autonomously, spawns sub-agents, and maintains memory across sessions. Powered by Claude Opus 4.

AI-native code editor forked from VS Code. Composer mode rewrites multiple files at once. Tab autocomplete predicts your next edit. Pro plan is $20/mo.

Free tools and directories for AI-powered development

New tutorials, open-source projects, and deep dives on coding agents - delivered weekly.


How to go from idea to deployed SaaS product using Claude Code as your primary development tool. Project setup, feature building, deployment, and iteration.
What MCP servers are, how they work, and how to build your own in 5 minutes.
OpenAI's cloud coding agent. Runs in a sandboxed container, reads your repo, executes tasks, and submits PRs. Uses GPT-5.3 (codex model). Available in ChatGPT.