Automation
Automated workflows and pipelines
60 practitioners working with Automation:
Addy Osmani's Spec-Driven AI Coding
How Google's Head of Chrome Developer Experience applies structured prompts and specs to get reliable results from coding agents
Alex Newman's Persistent Memory for Claude Code
How a 20-year web veteran built the most-starred Claude Code plugin by treating AI memory as a compression problem
Ali Abdaal's AI Content System: From 2 Hours to 30 Minutes
How a 6M+ subscriber creator uses AI to save 10+ hours per week. Complete breakdown of tools, workflows, and results.
Amjad Masad's Replit Vision
How the Replit founder is democratizing software creation with AI-powered coding environments
Ariya Hidayat's Anti-Framework Approach to LLM Development
The creator of PhantomJS and Esprima argues against LLM frameworks, showing how to build AI tools with simple API calls instead
Auto-Activating Skills in Claude Code
Configure skills to trigger automatically based on keywords, file patterns, and context instead of manual slash commands.
Bas Nijholt's Agentic Coding Journey
How a quantum physicist at IonQ went from AI skeptic to shipping packages faster than ever with Claude Code
Boris Cherny's Parallel Agent Workflow
How the creator of Claude Code runs 5+ AI sessions simultaneously with shared context and automated PR workflows
Brian Casel's Spec-Driven Development
How a serial bootstrapper built Agent OS and Design OS to bring structure to AI-assisted coding workflows
Brian Christner's Human OS
How a Docker Captain built a unified personal operating system using AI and MCP servers
Browser Agents
AI that clicks, types, and scrolls your browser autonomously to complete web-based tasks
Browser Automation: Playwright vs Puppeteer vs browser-use
Compare Playwright, Puppeteer, and browser-use for AI agent browser automation. Code examples, trade-offs, and what to steal from each.
Build Your First Browser Agent with browser-use
Set up AI-powered browser automation in Python. Install browser-use, configure your LLM, and run your first web task in under 10 minutes.
Craig Motlin's Autonomous Development Loop
How a Two Sigma VP built a self-running Claude Code system with todo-driven automation and parallel worktrees
Custom Slash Commands
Create reusable workflows triggered by /name in Claude Code
Daniel Vassallo's Small Bets: How to Build a Portfolio of Profitable Products
Learn Daniel Vassallo's Small Bets philosophy: how he left a $500K Amazon job to make $1M+ with tiny products by embracing randomness and portfolio thinking.
David Shapiro's ACE Framework
How an AI researcher designed a layered cognitive architecture for building autonomous personal AI systems
David Soria Parra's Model Context Protocol
How an ex-Facebook engineer frustrated with copy-paste workflows created MCP, now the standard for connecting AI to external tools.
Ethan Mollick's Four Rules for AI in Knowledge Work
Research-backed framework from Wharton professor on when and how to use AI for knowledge work, including the Jagged Frontier concept and practical prompting techniques.
From Chat to Cron: Building Automated PKM Pipelines
Stop manually organizing notes. Build cron-triggered AI workflows that process, tag, and connect your knowledge base on autopilot.
Geoffrey Litt's Malleable Software Vision
How a researcher at Ink & Switch and Notion is building toward software that users can reshape like clay
Georgi Gerganov's Local LLM Revolution
How a Bulgarian physicist built llama.cpp and made large language models run on laptops, phones, and Raspberry Pis
Gregor Zunic's Browser Use Framework
How the ETH Zurich founder built the open-source library that lets AI agents control web browsers like humans do
Hamel Husain's AI Evaluation Framework
How the CodeSearchNet pioneer built a systematic approach to debugging AI products through structured evaluation
Harper Reed's LLM Codegen Workflow
How the former Obama CTO structures AI-assisted development into brainstorm, plan, and execute phases
Hooks System in Claude Code
Automate workflows with deterministic triggers that run shell commands at specific points in Claude Code's lifecycle.
Jason McGhee's WebMCP: Turning Websites Into AI Tool Servers
How a former Cursor co-founder built WebMCP to let any website expose tools to AI agents without sharing API keys, now being standardized by W3C.
Jeremy Longshore's Claude Code Plugins Hub
How an operations manager turned AI consultant built a 549-skill marketplace that turns plugins into production workflows
Jinyoung Kim's AI4PKM System
How a Naver data scientist built a multi-agent system where AI maintains your personal knowledge base automatically
João Moura's Multi-Agent Framework
How the CrewAI founder built a platform powering 1.4 billion agentic automations by orchestrating AI agents as collaborative crews
John Lindquist's TypeScript Hooks for Claude Code
How the egghead.io co-founder brings type safety to Claude Code automation after spending over 1 billion tokens on AI-assisted development
Kaushik Gopal's Agentic Flow State
How the Fragmented podcast host and Instacart principal engineer runs parallel AI agents for hours using structured plans and tmux
Keep Claude Running for Hours
Build autonomous development loops using todo files, hierarchical subagents, and context compaction to process task lists for hours without human input.
Lance Martin's Claude Diary
How a LangChain engineer built a self-learning memory system that lets Claude Code update its own instructions
Magnus Muller's Event-Driven Agent Architecture
How the Browser Use co-founder built a CLAUDE.md-powered codebase and event bus system for AI browser automation
Mario Zechner's Minimal Coding Agent
Pi-coding-agent uses 4 tools, no permissions, no MCP. The minimal Claude Code alternative that actually works.
Matt Shumer's Browser Agent Vision
How the HyperWrite CEO is building AI that operates your browser like self-driving mode for the web
Max Woolf's Selective AI Approach
The BuzzFeed data scientist builds AI tools while rarely using generative LLMs himself
Multi-Agent Content Pipeline with Claude Code
Build autonomous content systems using Claude Code skills, semantic search, and chained agents
Nat Eliason's AI Productivity Stack
How the Growth Machine founder evolved from Roam Research to AI-powered systems for goals, writing, and personal knowledge
Nir Gazit's Open LLM Observability
How the Traceloop founder built OpenLLMetry to bring OpenTelemetry standards to LLM applications
Peter Yang's AI Content System
How a product lead interviews AI power users and builds systems for content creation at scale
Pieter Levels' Solo Business Approach
How Pieter Levels built $3M+/year in solo revenue with AI coding, simple tech, and high failure tolerance.
Proactive AI Agent with Semantic Memory
Turn your AI from reactive chatbot into proactive assistant using heartbeats, semantic search, and persistent memory.
Rick Hightower's Universal Skill Installer
How a Fortune 100 AI architect built skilz, the package manager that installs agent skills across 14+ coding assistants
Riley Goodside's Prompt Engineering Patterns
How the world's first Staff Prompt Engineer approaches LLM interaction as an experimental science
Russ Poldrack's Ten Rules for AI-Assisted Scientific Coding
How a Stanford neuroscientist created a rigorous framework for using AI coding agents in research without sacrificing scientific integrity
Sahil Lavingia's AI-First Company
How the Gumroad CEO runs a $10M ARR company with AI agents writing 41% of code commits, targeting 80%
Self-Evolving Agents
Build AI agents that improve through structured feedback capture, automated evaluation, and continuous retraining loops
shmlkv's AI Building Pipeline
How a fullstack engineer chains specialized models to build everything from DNA analysis tools to automated video generators
Steve Krouse's Val Town Platform
How the Future of Coding creator built a social platform where AI can deploy JavaScript in 100 milliseconds
Suchintan Singh's Vision-Based Browser Automation
How the Skyvern founder built an AI agent that sees websites like humans do instead of parsing brittle HTML
Takuya Matsuyama's AI-Powered Development Journaling
How the Inkdrop creator uses Claude Code and MCP to automate development journals without interrupting flow state
The Skills System
Create reusable AI capabilities with Claude Code skills
Thorsten Ball's Agentic Coding Vision
How the Amp lead at Sourcegraph reconciles skeptical friends and transformative personal experience with AI coding agents
Tiago Forte's Second Brain + AI
PARA and CODE methods with AI. What works, what doesn't, and where AI actually helps.
Tom Johnson's AI-Assisted Technical Writing Workflow
How the technical writing veteran uses iterative prompting and task decomposition to double his documentation output at Google
Vision-Based Web Automation: Why Screenshots Are Replacing Selectors
How computer vision and multimodal LLMs enable browser agents that see pages like humans instead of parsing brittle DOM structures.
Voice-First Content Creation
Replace typing with talking. Brain dump while walking, transcribe with AI, generate multiple versions, polish the best. From 2 hours to 30 minutes per piece.
Voice-First Note Capture: Whisper to Structured Markdown
Use whisper.cpp for local transcription, then LLM post-processing to convert rambling voice memos into structured notes with headers, bullet points, and action items