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Mermaid diagrams

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Sep 4, 2026 · Backend Development

AI Code Is Fast, But Can You Review It? The show-me Skill for Scalable Code Review

As AI coding tools like Claude Code and Codex accelerate code generation, traditional line-by-line git diff reviews become a bottleneck; the HumanLayer show-me skill addresses this by requiring AI agents to produce structured views—compact call trees, shallow file trees with responsibility annotations, Mermaid sequence diagrams, and semantic diffs—so reviewers can quickly grasp call chains, module boundaries, and data flows without reading thousands of lines.

AI-assisted developmentClaude CodeCode Review

0 likes · 7 min read

AI Code Is Fast, But Can You Review It? The show-me Skill for Scalable Code Review

Smart Workplace Lab

Jun 12, 2026 · Artificial Intelligence

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 workflowMermaid diagramsagent orchestration

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