Workflows Articles
Browse 1221 articles about Workflows.
Claude Code Agent Teams: Build a 5-Page Website with 3 Parallel Sub-Agents Running Simultaneously
Claude Code's agent teams let a manager agent delegate to parallel workers. Here's how to set up a 3-agent team that builds a full site faster than a…
Claude Code Hooks: 18 Lifecycle Events Most Users Have Never Touched — and How to Use Them
Claude Code has hooks at 18+ lifecycle events — session start, post-compaction, pre-response, and more. Most users ignore them entirely.
The Four Levels of AI Automation: Chatbots, Workflows, Agentic Workflows, and AI Systems
From ChatGPT to full agentic AI systems, each level gives AI more autonomy. Learn the four levels and where your business should be operating.
Hooks vs. Skills in Codex Plugins: Why Deterministic Checks Should Never Be Left to the Model
Hooks run formatters and validators deterministically. Skills let the model reason. Mixing them up is the most common agentic workflow mistake in Codex plugins.
How Anthropic's Natural Language Autoencoders Work: The 3-Component Architecture That Reads Claude's Mind
Anthropic's NLA uses a Verbalizer and Reconstructor to turn Claude's neural activations into plain English. Here's how the round-trip architecture works.
How to Deploy Hermes Agent on a VPS in Under an Hour: Step-by-Step Docker Setup Guide
Deploy Hermes Agent on Hostinger VPS with one-click Docker, connect Telegram via BotFather, and run GPT-5.5 as your inference backend — all in under an hour.
How to Edit Any Section of a Word Document with Claude in 30 Seconds Using the Highlight Workflow
Claude for Word's highlight-to-edit feature scopes your next prompt to any selected text. Here's how to use it for contracts, reports, and writing reviews.
How to Stop Burning Through Claude Code Tokens: The Context Management Guide for Beginners
Token costs in Claude Code balloon exponentially — every new message re-sends your full history. Here's how to use /compact, /clear
N8N vs. Claude Code vs. Hermes: Which Level of Agentic AI Do You Actually Need?
There are 4 levels of agentic AI — from Zapier chatbots to full agentic OS. Here's how to know which level fits your workflow before you build the wrong thing.
Stop Re-Prompting the Same Thing: How to Pick Between Prompts, Skills, Plugins, and MCP in 5 Minutes
Conflating prompts, skills, plugins, and MCP connectors wastes 40%+ of your AI time. Use this decision tree to pick the right scaffolding primitive every time.
What Is a Harness? The Infrastructure That Turns AI Models into Agents
A harness wraps an AI model so it can read files, run commands, and call tools. Learn how Claude Code, Codex, and Cursor use harnesses to enable agentic work.
AI Workflows vs Agentic Workflows: What's the Difference and Which Do You Need?
AI workflows follow fixed steps. Agentic workflows let the model decide the path. Learn the key differences and when to use each for business automation.
Claude Code Is Doing $2.5B in Annualized Revenue — Just from the Terminal Tool
Claude Code's terminal tool alone is generating $2.5B in annualized revenue — larger than most public SaaS companies. Here's what's driving that number.
Claude Code Hooks Explained: How Pre-Session and Post-Compaction Hooks Keep Your Agent on Track
Claude Code's 18+ hook types include pre-session injection and post-compaction hooks that reinsert agent identity after context compression.
Claude Code Hourly Limits Just Doubled — Here's the Compute Deal That Made It Possible
Claude Code's hourly limits just doubled. The reason is Anthropic's takeover of SpaceX's Colossus 1 data center. Here's what changed and what's still limited.
Claude in Microsoft Office Is Now Generally Available: 5 Cross-App Workflows You Can Run Today
Claude in Word, Excel, PowerPoint, and Outlook just hit general availability. Here are five cross-app workflows you can run right now with the cross-file…
How to Write a Codex /goal Prompt That Actually Works: The Meta-Prompting Technique in 5 Minutes
Writing a good /goal prompt for Codex is harder than it looks. This meta-prompting technique uses another AI to generate your /goal prompt — and it works.
Codex /goal: OpenAI's 'Ralph Loop' Feature That Ran a Device Driver Project for 14 Hours Without Stopping
Codex's /goal feature keeps a task alive across turns until complete — one user ran it on a device driver project for 14 hours overnight. Here's how it works.
Build a Custom CLI That Compresses 132,000 Tokens to 2,000 in Your Claude Context — In 10 Minutes
A School.com CLI built in 10 minutes compressed 132,000 tokens of API data to ~2,000 tokens in Claude's context — a 66x reduction. Here's how to replicate it.
GPT-5.5 Instant Is Now ChatGPT's Default: 7 Changes That Affect Your Workflows Today
GPT-5.5 Instant just became ChatGPT's default for all plans. Here are 7 specific changes that break existing prompts and automations.