Workflows Articles
Browse 1205 articles about Workflows.
Claude Code Source Code Leak: 8 Hidden Features You Can Use Right Now
Anthropic accidentally leaked Claude Code's source code. Here are 8 practical insights from the leak that will change how you use Claude Code today.
What Is the OpenAI Codex Plugin for Claude Code? How Cross-Provider AI Review Works
OpenAI released an official Codex plugin for Claude Code that lets you use one model to write code and another to review it, eliminating sycophancy bias.
What Is the Planner-Generator-Evaluator Pattern? The GAN-Inspired AI Coding Architecture
Inspired by generative adversarial networks, the planner-generator-evaluator pattern uses three agents to build more reliable software than a single agent can.
What Is Claude Code's claude.md File? The Permanent Instruction Manual for Your AI Agent
The claude.md file is loaded into every Claude Code session. Learn what to put in it, how to structure it, and why most users are using it wrong.
Agentic RAG vs File Search: When to Use Each in Your AI Agent Workflow
File search beats traditional RAG for small corpora, but semantic search still wins for large knowledge bases. Here's how to choose the right approach.
Build an AI Marketing Company with Paperclip and Claude Code
Spin up a CEO, marketer, designer, and researcher agent team using Paperclip and Claude Code. A practical setup guide with role definitions and task routing.
How to Build a Voice Agent with Gemini 3.1 Flash Live and Claude Code
Learn how to embed Gemini 3.1 Flash Live into a website or phone number using Claude Code to handle API docs, WebSockets, and function calling setup.
Set Up Claude Co-work for Film Teams: Folders and Prompts
A team-oriented setup for Claude as a film production office: folder structure, system prompts, and safety filter tracking across image and video models.
What Is Google AI Studio's New Multiplayer App Builder? How Firebase and Anti-Gravity Merged
Google merged AI Studio, Anti-Gravity, and Firebase into one platform that lets anyone build and publish multiplayer apps with databases and auth in minutes.
Coding Agents Skipped RAG — RAG Still Wins on Large Docs
RAG isn't dead — it's mismatched for code. Here's the nuanced view: where coding agents win without vectors, and where RAG still earns its place for documents.
Paperclip vs OpenClaw: Which Multi-Agent System Should You Use?
Compare Paperclip and OpenClaw for running autonomous AI agent teams. Key differences in architecture, use cases, cost, and deployment complexity.
What Is Chroma Context-1? The Specialized RAG Model That Beats Frontier Models
Chroma Context-1 is a 20B parameter model trained specifically for retrieval tasks. It beats GPT-5.4 on search benchmarks at a fraction of the cost.
What Is the claude.md File? How to Write a Permanent Instruction Manual for Claude Code
The claude.md file is your one-time setup that tells Claude your brand voice, rules, and preferences. Here's how to write one that improves every session.
Agent SDK vs Framework: When to Use Claude Agent SDK vs Pydantic AI for Production
Claude Agent SDK is fast to build but slow and token-heavy at scale. Pydantic AI gives you speed and control. Here's exactly when to use each for your workflow.
What Is Agent Skills as an Open Standard? How Claude, OpenAI, and Google Adopted the Same Format
Agent Skills started as a Claude feature but became an open standard adopted by OpenAI, Google DeepMind, and others. Here's why it matters more than MCP.
Run an AI Engineering Team in Paperclip With Heartbeats
Wire up a CEO, engineer, and QA agent team in Paperclip with heartbeat scheduling so Claude Code keeps building and verifying work autonomously.
How to Make an AI Short Film for Under $200: Full Production Workflow with Claude and Seedance
Learn the complete AI filmmaking workflow used to produce a short film for under $200 using Claude Co-work, Luma Canvas, Nano Banana Pro, and Seedance 2.0.
How to Optimize Web Scraping Skills for AI Agents: 6 Token-Saving Techniques
Learn how to reduce token usage by 90% in web scraping AI agent skills by filtering HTML, hardcoding selectors, batching requests, and using incremental runs.
Heartbeat Pattern Explained: Keeping Stateless AI Agents Working
LLMs are stateless by default. Paperclip's heartbeat pattern injects fresh context on a schedule so AI agents can run autonomous monitoring and follow-up tasks.
How to Build Scraping Skills for AI Agents: Incremental Runs, Stop Conditions, and Parallel Execution
Learn how to build production-ready scraping skills for AI agents with incremental runs, pagination limits, parallel threads, and structured JSON output.