Workflows Articles
Browse 895 articles about Workflows.
AI Model Orchestration: How to Use a Smart Model to Direct Cheaper Sub-Agents
Use a frontier model as orchestrator and cheaper models like DeepSeek for heavy lifting. Learn how to build a cost-efficient multi-model agent pipeline.
Anthropic Confirms: Claude Code Was Scanning Git Commits for OpenClaw and Hermes Keywords
Anthropic's Tariq confirmed the billing bug was 'third-party harness detection' pulling git status into the system prompt.
How to Build a Local AI Stack from Scratch: Ollama to vLLM, Step by Step
From Ollama for daily use to vLLM for serving to TensorRT-LLM for production — here's the complete local AI runtime stack and when to use each layer.
How to Build a Personal AI Operating System in Claude Code: Step-by-Step Setup Guide
Context, Connections, Capabilities, Cadence — the four-step framework for turning Claude Code into a personal AI OS that runs automations while you sleep.
Claude Code Remote Routines: Run Automations on Anthropic's Cloud While Your Laptop Is Closed
Claude Code remote routines run on Anthropic's cloud (4 vCPUs, 16GB RAM) against a GitHub repo — no laptop required, no .env files, no token limits.
Claude Code Skills Architecture: 4 Layers That Keep Your AI Agent Fast and Focused
The .claude/skills/ folder uses progressive context loading — only ~100 tokens read at search time — to keep Claude Code lightweight across dozens of SOPs.
How to Use Claude Design's 6 Agentic Patterns in Your Own Vertical AI App
Claude Design uses 6 agentic patterns—context grounding, structured memory, self-QA loops, and more—that work for any vertical agent you're building.
How to Create a Professional AI Presentation in Gamma in Under 10 Minutes
Type a topic, edit the outline, generate a full designed deck, then refine with natural language. Here's the exact Gamma workflow for a polished…
Cursor's Research on Running 100 Agents in Parallel: Why Flat Agent Teams Fail Without an Issue Tracker
Cursor found that flat agent organizations develop the same coordination failures as flat human orgs. Issue trackers — claiming, status, blockers — solve both.
DeepSeek V4 Vision: 10x Cheaper Multimodal AI for Your Workflows
DeepSeek V4's vision model uses 90 KV cache entries vs 870 for Claude—10x cheaper. Learn how to use it in your AI workflows and agents.
Google Workspace CLI vs MCP for Claude Code — Which Gives You Better Gmail and Docs Access?
The open-source GWS CLI gives bash-level Gmail, Drive, and Docs access inside Claude Code — no MCP overhead. Here's when to use each approach.
How to Build an Agentic Operating System: 9 Components You Need
An agentic OS is just clever context management. Learn the 9 components—identity files, memory, skills, and more—that make AI tools actually work.
How to Use Gamma AI for Business Presentations: A Step-by-Step Guide
Gamma creates professional, fully editable presentations in minutes. Learn how to use its AI agent, brand themes, and export options to ship faster.
How to Use OpenRouter with Claude Code: Run Cheaper Models as a Backend
Use OpenRouter to swap Claude's backend for DeepSeek or other models at 2–5% of the cost. A step-by-step guide to setting up the free-claude-code proxy.
What Is the Iterative Refinement Loop? How Claude Design Handles Multimodal Feedback
Claude Design uses voice, drawing, DOM selection, and screenshots as input modes—not just chat. Learn how to build multimodal refinement into your own agents.
Andrej Karpathy's LLM Wiki Pattern: Cut Claude Token Usage 95% with a Two-Folder System
One user turned 383 files and 100+ meeting transcripts into a compact wiki using Karpathy's raw/wiki pattern — and dropped Claude token usage by 95%.
Karpathy's Sequoia Talk: 5 Predictions About Agentic Engineering That Should Change How You Work
Karpathy named December 2025 as the inflection point for agentic coding and says he can't remember the last time he corrected the model.
How to Use Karpathy's Verifiability Framework to Decide What to Automate in Your Workflow Today
Karpathy's rule: automate what you can verify, keep what requires judgment. Here's a practical guide to applying his framework to your own work in under an…
How to Build Multi-Variation Generation Into Your AI Agent
Instead of one output, have your agent proactively generate multiple variations ranked by decision hierarchy. Here's how to implement it for any domain.
How to Use NVIDIA NIM Free Models in Your AI Workflows
NVIDIA NIM offers free models like GLM 4.7 via API. Learn how to connect them to Claude Code or any agentic tool to reduce costs without sacrificing capability.