Workflows Articles
Browse 1221 articles about Workflows.
What Is AGUI? The Human Control Layer for Long-Running AI Agents
AGUI is an open protocol that lets humans approve, steer, and inspect AI agents mid-task. Learn why it belongs in every agent stack.
What Is the Wrapper Around an AI Model? Why It Matters More Than the Model
The wrapper around an AI model—skills, memory, connectors, and context—drives more performance than the model itself. Here's why.
What Is Context Engineering? Why It Matters More Than Prompt Engineering
Context engineering is about building the right environment for AI models, not writing perfect prompts. Here's how to apply it to your workflows.
What Is the LLM Wiki? Karpathy's Knowledge Base Architecture for AI Agents
Karpathy's LLM wiki turns raw files into a structured, agent-searchable knowledge base. Here's how the architecture works and how to build one.
How to Add Vision Capabilities to a Local AI Agent Without Blowing Your VRAM
Running a small LLM locally but need vision? Learn how to pair a lightweight vision model like MiniCPM-V with your text agent to handle screenshots and PDFs.
How to Build an AI Agent That Never Forgets: A Hybrid Memory Architecture
Combine automatic transcript capture, curated memory files, and vector search to build an AI agent that recalls client decisions from months ago on demand.
How to Build a Persistent Memory System for AI Agents: Memarch vs Hermes Compared
Compare Memarch and Hermes memory architectures for AI agents. Learn storage, injection, and recall strategies to stop your agent from forgetting everything.
Claude Code Agent View: How to Manage Multiple AI Agents in One Terminal
Claude Code's new Agent View lets you track multiple running sessions, check status in real time, and send agents to the background. Here's how to use it.
Claude Code vs OpenAI Codex: How to Run Both on the Same Project
Learn how to switch between Claude Code and Codex on the same project without losing context, duplicating files, or breaking your workflow.
MCP Servers vs CLI Tools for AI Agents: When to Use Each
CLI tools are for development and debugging. MCP servers are for production agent loops. Learn the difference and how to use both in the same project.
What Is the Agent Harness? Why Scaffolding Matters More Than the Model
Cursor's research shows the same model scores 46% or 80% depending on the harness. Learn why your agent wrapper drives more performance than model choice.
How to Build an AI Agent That Runs While You Sleep: Scheduled Automations with Claude
From Claude Code cron jobs to Hermes scheduled tasks, here are three methods for deploying AI agents that run autonomously on a schedule without supervision.
How to Build AI Agents for Finance: Claude, OpenAI, and Anthropic's Enterprise Push
Anthropic and OpenAI are racing to embed AI into banking, accounting, and personal finance. Here's how to build finance-focused agents on MindStudio.
How to Use AI Agents for Legal Work: Claude's MCP Connectors, Contract Review, and Compliance
Anthropic launched legal-specific MCP connectors for Claude. Learn how to use them for contract review, compliance checks, and DocuSign integrations.
How to Use AI for Short-Form Video Creation: A Full Workflow from Script to MP4
Generate complete short-form videos end-to-end with AI using Claude Code, HyperFrames, and ElevenLabs. Here's the full workflow with templates and examples.
How to Use AI Agents for Workflow Automation: The Build vs Buy vs Wait Framework
40% of agentic AI projects will fail by 2027. Use this five-lever framework—automate, build, buy, hire, wait—to make smarter AI investment decisions.
What Is the Investment Decision Matrix for AI Workflows? Build, Buy, Hire, or Wait?
Use a two-axis matrix—work specificity vs market maturity—to decide whether to build, buy primitives, hire, or wait on any AI workflow investment.
How to Build AI Workflows for Accounts Receivable: Invoice Chasing, Cash Application, and More
Accounts receivable has 8 distinct AI workflow shapes. Learn how to build targeted automations for invoice matching, collections, and dispute resolution.
Claude for Small Business: How to Use the New Plugin Packs for Finance, HR, and Sales
Anthropic's Claude Co-work now ships with 31-skill plugin packs for small business. Learn how to set up invoice chasing, payroll, and CRM automations.
What Is the 'Do Not Automate What You Cannot Describe' Principle?
If you can't describe a workflow's inputs, outputs, exceptions, and ownership, you can't automate it well. Here's how to apply this rule to AI projects.