Why More Agents Slow You Down and How a 3‑Step Orchestration Cleanup Protocol Restores Performance

When a surge of agents caused a looping approval flow and maxed‑out CPU, the author demonstrates a three‑step dependency‑graph pruning protocol that cuts cycles, removes redundant nodes, and reduces maintenance time from six hours to fifteen minutes while saving up to 40% of token budget.

AI workflowAgent orchestrationMermaid diagrams

0 likes · 7 min read

Why More Agents Slow You Down and How a 3‑Step Orchestration Cleanup Protocol Restores Performance

AI Open-Source Efficiency Guide

Mar 29, 2026 · Artificial Intelligence

Claude Code Visual Tutorial: 10 Modules, Mermaid Diagrams, and Ready‑to‑Use Templates

This guide walks you through the open‑source Claude HowTo project, showing how to clone the repository, install slash commands, memory files, skills, sub‑agents, MCP, hooks, plugins and other modules, and explains each feature with concrete examples, usage commands and estimated learning times.

AI automationCLI commandsClaude Code

0 likes · 17 min read

Claude Code Visual Tutorial: 10 Modules, Mermaid Diagrams, and Ready‑to‑Use Templates