Workflows Articles
Browse 406 articles about Workflows.
How to Build a Self-Improving AI Skill with Eval.json and Claude Code
Set up an eval folder with binary assertions, run a Carpathy-style improvement loop, and let Claude Code refine your skill.md overnight without human input.
How to Build Visual Dashboards on Top of Your AI Memory System with Vercel
Add a human-readable interface to your OpenBrain database using Claude-generated web apps deployed free on Vercel. Both you and your agents read the same data.
How to Use Claude Code with AutoResearch to Build Self-Improving AI Skills
Combine Claude Code skills with Karpathy's AutoResearch loop to automatically improve prompt quality overnight using binary eval assertions and pass rates.
What Is Andrej Karpathy's AutoResearch Pattern Applied to Claude Code Skills?
Learn how to adapt Karpathy's autonomous ML research loop to improve Claude Code skill outputs using eval files, pass rates, and overnight self-improvement.
How to Search Video Content with Gemini Embedding 2: Chunking Strategies Explained
Embed video clips in 15-30 second chunks using Gemini Embedding 2 to enable text-based search over long-form video content without transcription.
What Is Stripe Minions' Blueprint Architecture? How Deterministic and Agentic Nodes Work Together
Stripe Minions uses blueprints that combine fixed deterministic steps with AI agent nodes. Learn the architecture behind 1,300 weekly AI-written pull requests.
How to Build a Unified Multimodal Search System with Gemini Embedding 2 and LangChain
Use Gemini Embedding 2 with LangChain and ChromaDB to build a single search index that handles text, images, audio, video, and PDFs in one query.
What Is Claude's Generative UI Feature? How It Differs from Canvas and Artifacts
Claude's generative UI builds interactive applications inline during conversation—not in a separate canvas. Learn how it works and what makes it different.
What Is Claude's Interactive Visualization Feature? On-Demand Generative UI Explained
Claude can now build interactive charts, calculators, and animations inside your conversation. Learn how on-demand generative UI works and what you can build.
What Is OpenBrain? The Personal AI Memory Database You Own and Control
OpenBrain is a personal Supabase database connected to any AI via MCP. Learn how it gives your agents persistent memory across Claude, ChatGPT, and OpenClaw.
How to Use Browser Automation with Claude Code for Web Scraping and Form Filling
Claude Code can control browsers using Playwright to fill forms, scrape sites, and automate web tasks. Learn how to set it up and run parallel browser agents.
How to Build an AI Executive Assistant with Claude Code and Google Workspace
Combine Claude Code with the Google Workspace CLI to build an AI executive assistant that reads emails, creates docs, and manages your calendar automatically.
What Is Cognitive Debt? How AI Assistants Are Weakening Your Independent Thinking
MIT research shows heavy AI use reduces brain activity and independent thinking. Learn what cognitive debt is and how to avoid it in your AI workflows.
Agentic Workflows vs Traditional Automation: What's the Real Difference?
Agentic workflows and traditional automation both automate tasks, but they work very differently. Here's what actually changes and what stays the same.
How to Build a Newsletter Automation Agent with Claude Code
Learn how to build a newsletter automation agent using Claude Code, Perplexity, Nano Banana, and Gmail — from one prompt to a branded HTML email.
Claude Code Loop vs Scheduled Tasks: Which Should You Use?
Claude Code now has two scheduling features: Loop and Scheduled Tasks. Compare how they work, their limitations, and which fits your agentic workflow needs.
How to Use Multi-Agent Chrome Automation with Claude Code
Claude Code can run multiple Chrome browser instances in parallel to fill forms, scrape leads, and automate web tasks at scale. Here's how to set it up.
Stochastic Multi-Agent Consensus: How to Get Better AI Ideas at Scale
Spawning multiple agents with varied prompts and aggregating their outputs produces better ideas than a single query. Learn how to implement this pattern.
What Is Claude Code Loop? How to Schedule Recurring AI Agent Tasks
Claude Code's new Loop feature lets you schedule recurring tasks for up to 3 days. Learn how it works, its limits, and when to use it vs Scheduled Tasks.
What Is the WAT Framework? Workflows, Agents, and Tools Explained
The WAT framework structures Claude Code projects into Workflows, Agents, and Tools. Learn how it works and why it produces more reliable agentic outputs.