Workflows Articles
Browse 1221 articles about Workflows.
What Is the Hostile Reviewer Prompt? How to Catch AI Document Errors Before They Ship
The hostile reviewer prompt makes AI act as a skeptical auditor of its own output. Learn the exact prompt and how to use it in a RALF loop for knowledge work.
How to Use Google Flow for AI Video Editing: Omni Flash Tutorial
Google Flow is the professional platform for Gemini Omni video editing. Learn how to generate, edit, and remix videos using scene control and camera angles.
How to Orchestrate Multiple Claude Code Sessions for Large-Scale Automation
Learn how to chain multiple Claude Code sessions using the RALF loop pattern to handle large tasks without overwhelming a single agent context window.
What Is the RALF Loop? How to Chain AI Coding Sessions for Autonomous Task Completion
The RALF loop automates multiple Claude Code or Codex sessions to complete large tasks without babysitting. Learn how it works and when to use it.
Hermes Agent vs Custom Claude Code Setup: Which Should You Build?
Hermes is fast to start but hard to scale. A custom Claude Code setup takes longer but gives you full control. Here's how to decide which path to take.
How to Build an AI Second Brain Knowledge Base: Step-by-Step
Learn how to build a personal AI second brain that stores, organizes, and retrieves your knowledge using AI agents and automation workflows.
How to Build a Modular Skill System in Claude Code for Multiple Clients
Isolated skills break at scale. Learn how to build a modular skill system in Claude Code where one update propagates across every client and workflow.
n8n MCP Server: How to Build and Edit AI Workflows with Claude Code
n8n's MCP server lets Claude Code build, test, and iterate on automation workflows without leaving your terminal. Here's how to set it up and use it.
How to Run Open-Weight AI Models Locally with Ollama and LM Studio
Run Qwen 3.6, Gemma, and DeepSeek locally with Ollama and LM Studio. This guide covers setup, quantization, and performance on consumer hardware.
What Is the AI Second Brain? How to Build a Knowledge Base That Agents Can Search
An AI second brain stores your notes, decisions, and context so agents can retrieve them by meaning. Learn the architecture and tools to build one.
How to Build a Modular Skill System in Claude Code That Scales Across Clients
Isolated skills break at scale. Learn how to build modular skill systems in Claude Code where one update propagates across every workflow automatically.
Hermes Agent vs Custom Claude Code Setup: Hidden Costs of Off-the-Shelf AI Agents
Hermes is fast to start but slow to scale. Learn the three hidden costs of off-the-shelf agents and when building your own setup makes more sense.
What Is an AI Operating System? How to Build One for Your Business with Claude Code
An AI operating system gives your agents shared identity, memory, and skills. Learn the 9 components and how to build one with Claude Code today.
How to Forecast AI Token Usage for Your Business: Beyond Seats and Licenses
Forecasting AI by users or seats will leave you underprepared. Learn to forecast by tokens per workflow, agent loops, and concurrency to avoid capacity shocks.
How to Build a Modular Skill System in Claude Code That Scales Across Multiple Clients
Isolated skills create maintenance nightmares. Learn how to build modular skill systems where one file update propagates across every client and workflow.
What Is Prompt Caching in Claude Code? How to Save Millions of Tokens
Prompt caching cuts Claude token costs by 90% for repeated context. Learn how cache TTL works, what breaks the cache, and three habits that maximize savings.
How to Use AI Agents for Long-Running Tasks: Lessons from the Emergence AI Town Experiment
A 15-day multi-agent simulation revealed how different models behave over time. Learn the key lessons for designing production AI agent systems.
How to Prevent AI Hallucinations in Agentic Workflows: The Data Room Method
Sullivan & Cromwell's AI citation failure shows why prompts alone can't prevent hallucinations. Learn the data room approach that structurally prevents them.
How to Build a Source Inventory for AI Agent Workflows: The Anti-Hallucination Pattern
Before asking an AI to write anything, build a source inventory. Learn how this structured artifact prevents hallucinations in high-stakes knowledge work.
What Is an AI Operating System? How to Build One for Your Business
An AI operating system captures your business data, expertise, and workflows in one place. Learn the components and how to build yours with Claude Code.