Sep 3, 2026 · Artificial Intelligence

Matt Pocock's AI Skills: 238K Stars, 18M Installs - Engineering Discipline for LLMs

The article reviews Matt Pocock's open-source 'skills' repository (238K stars, 18M+ installs), which codifies classic software engineering practices—requirement clarification via AI questioning, test-driven development, bug diagnosis protocols, architecture improvement, and end-to-end workflow automation—into lightweight, triggerable skill files for AI coding assistants like Claude Code, emphasizing human judgment over rigid frameworks.

AI coding assistantsAgent SkillsClaude Code

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Matt Pocock's AI Skills: 238K Stars, 18M Installs - Engineering Discipline for LLMs

FunTester

May 6, 2022 · Frontend Development

How to Determine Whether a Bug Belongs to the Frontend or Backend

The article explains the differences between frontend and backend development, uses a restaurant analogy to illustrate each side, and provides a step‑by‑step method—including packet capture and HTTP status checks—to identify whether a bug originates from the frontend or the backend.

bug diagnosisdebuggingfrontend

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How to Determine Whether a Bug Belongs to the Frontend or Backend