Claude Code Workflows
Daily-driver tricks, hidden commands, and productivity patterns for power users of Claude Code. Includes /compact, /btw, /simplify, /batch, effort levels, opus plan mode, token hacks, git worktrees, auto mode, buddy easter egg.
What Is Workflow State vs Session State in AI Agents? Why They're Not the Same Thing
Most agentic frameworks conflate conversation state with task state. Here's why they're different problems and how Claude Code handles both separately.
What Is the Claude Code Source Code Leak? Hidden Features and What They Reveal
Anthropic accidentally leaked Claude Code's source code. Researchers found unshipped features including background agents, voice mode, and a virtual pet system.
What Is the Bitter Lesson of Building with LLMs? Why Simpler Prompts Win
As AI models get smarter, over-specified prompts hurt more than they help. Learn why the bitter lesson of LLM development is to simplify, not complexify.
How to Use the /compact Command in Claude Code to Prevent Context Rot
Running /compact at 60% context capacity—not 95%—keeps your Claude Code sessions sharp. Learn when and how to compact with specific preservation instructions.
Claude Code Q1 2026 Update Roundup: Every Feature That Actually Matters
Remote control, Dispatch, Channels, Computer Use, Auto Mode, and AutoDream all shipped in Q1 2026. Here's what changed and what it means for your workflow.
Claude Code Source Code Leak: What the Unshipped Features Tell Us About Anthropic's Roadmap
Anthropic accidentally leaked Claude Code's source code. The hidden features—AutoDream, Chyros, Ultra Plan, and Coordinator Mode—reveal what's coming next.
What Is Claude Code's Buddy Feature? The Tamagotchi Easter Egg Explained
Claude Code's /buddy command spawns a virtual pet companion in your terminal. Learn how rarity, stats, and species work in this hidden feature.
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 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 Terrence Tao's AI Collaboration? How the World's Greatest Mathematician Uses ChatGPT
Fields Medal winner Terrence Tao split a mathematical proof with ChatGPT, with AI solving one half. Here's what this means for AI as a scientific co-author.
What Is Claude Code iMessage Channel? How to Text Your AI Agent from Your Phone
Claude Code's iMessage channel lets you control your AI agent by text. Learn how to set it up and what it can do for your workflow.
Why LLM Frameworks Like LangChain and LlamaIndex Are Being Replaced by Agent SDKs
LlamaIndex's founder admits the framework era is ending. Learn why agent SDKs, MCPs, and coding agents are replacing traditional RAG frameworks in 2026.
What Is a Dark Factory AI Agent? How to Build Fully Autonomous Software Pipelines
Dark factory agents run spec-to-software with minimal human involvement. Learn how they work, when to use them, and how they differ from coding harnesses.
What Is Claude Code Git Worktree Support? How to Run Parallel Feature Branches
Claude Code now has native git worktree support, letting you work on multiple feature branches simultaneously without conflicts. Here's how to use it.
What Is Claude Code Auto Mode? The Safer Alternative to Bypass Permissions
Claude Code Auto Mode lets AI handle permissions automatically, blocking risky actions while allowing safe ones. Learn how it works and when to use it.
What Is Claude Code AutoDream? How AI Memory Consolidation Works Like Sleep
AutoDream is Claude Code's background memory consolidation feature. Learn how it prunes, merges, and refreshes your memory files for better agent performance.
Claude Code Effort Levels Explained: When to Use Low, Medium, High, and Max
Claude Code's effort level setting controls how much reasoning the model applies. Learn when to use each level to balance quality and token cost.
Claude Code Git Worktrees: How to Run Parallel Feature Branches with AI
Claude Code's native Git worktree support lets you work on multiple feature branches simultaneously. Here's how to set it up and use it.
What Is Claude Code /simplify and /batch? The Built-In Commands That Fix Overengineering
Claude Code's /simplify and /batch commands help you clean up bloated code and run large refactors in parallel. Learn how to use them.
What Is Claude Code Voice Support? How to Use /voice for Faster Prompting
Claude Code's native /voice command lets you dictate prompts instead of typing. Learn when to use it and how it compares to external speech-to-text tools.
What Is the Relentless Simplification Trend in AI? Why Every Tool Is Becoming a Conversational Agent
AI agents are compressing the interface layer across every vertical. Learn what this means for builders and which products will survive the shift.
What Is Claude Code Auto-Memory? How Your AI Agent Learns From Its Own Mistakes
Claude Code's auto-memory feature lets the agent accumulate knowledge across sessions without manual updates to claude.md. Here's how it works.
What Is Social Context Anchoring Bias in AI Agents?
Social anchoring bias causes AI agents to shift recommendations based on unstructured human language rather than structured data. Learn how to detect it.
What Is the Heartbeat Pattern for AI Agent Systems? How to Keep Skills in Sync
The heartbeat pattern scans your skill folder at session start, registers new skills, and updates documentation automatically so your agent stays current.