Workflows Articles
Browse 1221 articles about Workflows.
MCP Servers Use 35x More Tokens Than CLI Tools — And Reliability Drops to 72% on Hard Tasks
A direct benchmark shows MCP uses 35x more tokens than CLI on the same task, with reliability falling from 100% to 72% as complexity grows. Use CLIs instead.
OpenClaw April 2026 Update: 5 New Features That Make It a Serious Agentic Runtime
TaskFlow, providence-rich memory, Codex OOTH route — OpenClaw's April 2026 releases turn it from a demo into a production-grade agentic runtime.
Printing Press: 6 Things the New CLI Factory Does That MCP Servers Can't
Printing Press gives Claude Code access to 50+ sites with no public API while using 35x fewer tokens than MCP. Here's what it does that MCP simply can't.
What Is the Printing Press CLI Library? 50+ Pre-Built Agent Integrations
Printing Press is a CLI factory and library with 50+ pre-built integrations for AI agents. Here's what it includes, how it works, and how to get started.
School CLI Built in 10 Minutes Compresses 132K Tokens to 2K: How Printing Press Solves Context Bloat
A School CLI built by Claude Code in 10 minutes fetched 132K tokens of data but injected only 2K into context — a 66x compression. Here's how it works.
How to Use Session Start Hooks to Force Context Into Every Claude Code Session
Session start hooks deterministically push context into your conversation window every time—unlike claude.md files, which Claude can choose to ignore.
What Is Static Context in AI Agents? How to Stop Getting Generic Outputs
Static context—your identity file, brand voice, and business positioning—is what separates generic AI outputs from ones that actually sound like you.
One Markdown File Controls Your Entire AI Second Brain — Here's How agents.md Works
A single agents.md file governs every AI action in your Obsidian vault. Edit it like a note and your agent behavior changes instantly.
My 2026 AI Builder Stack: S-Tier Daily Drivers, What I Retired, and the 20% Rule for Switching
Claude Code is the OS. Hermes replaced OpenClaw. Glido replaced Whisper. Here's the full ranked stack and the rule for when to switch tools.
Why Computer Use Isn't Enough: The 3-Layer Framework Every AI Product Needs
Access, meaning, and authority — most AI products only have the first layer. Here's the full framework for building durable agent products.
How to Build a Custom AI Video Training Dataset from Your Own Footage (Free Open-Source Tool)
This open-source tool points at any local video folder and auto-slices, crops, and tags clips for AI training data — English UI included.
Andrej Karpathy's LLM Wiki: Build a Personal Knowledge Base with Obsidian and Codeex in 5 Minutes
Karpathy's LLM Wiki architecture, extended with a CRM and journal layer. Here's how to build it with Obsidian and Codeex today.
Anthropic Managed Agents vs. OpenBrain Open-Source: Did Hermes Ship This First?
OpenBrain shipped Dreaming-like memory and Outcomes-like evals nearly a year before Anthropic. Here's what each approach actually offers.
The 71K-Star GitHub Repo That Gives Claude Code 57 Brand Design Systems as Plain Markdown
Awesome Design MD has 71K stars and 57 brand systems as markdown. Claude Code reads them as context — no npm, no config, no install.
Bach Model vs. LTX 2.3 + IC Loras: Which Gives You Better Character Consistency?
Bach targets facial consistency out of the box. LTX 2.3 with IC and ID Loras does it in ComfyUI. Here's which approach actually holds up.
Claude Code's Creator Says Anthropic Has Zero Manually Written Code — Here's How They Did It
Boris Churnney, who built Claude Code, says every line at Anthropic is now AI-generated. Here's the multi-agent setup behind that claim.
Claude API Token Limits Just Jumped 10x — Every Tier's New Numbers Explained
Tier 1 input tokens jumped from 30k to 500k per minute. Here's the full breakdown of every Claude API tier's new limits.
How to Build a Branded Slide Deck with Claude Code and Awesome Design MD in Under 10 Minutes
One prompt, one markdown file, and Claude Code outputs an animated HTML slide deck in your chosen brand style — no PowerPoint needed.
How to Set Up Claude Dreaming for Persistent Agent Memory: Step-by-Step Guide
Claude's Dreaming feature auto-reviews sessions and pre-loads patterns for future runs. Here's how to configure it for your agent workflows.
Claude Outcomes Feature: How a Grading Agent Improved PowerPoint Quality by 10% Without Changing the Model
Anthropic's Outcomes adds a rubric-based grading agent that re-runs tasks if quality falls short — 10.1% better decks, no model swap.