Tutorials & How-Tos

A repeatable agent loop that runs your test suite 20 times, isolates intermittent failures, quarantines or fixes them, and won't stop until 5 consecutive green runs.

Common layout mistakes in AI-generated code and how to fix them. From flexbox confusion to margin collapse, learn the CSS patterns AI consistently mishandles.

Top 10 install-ready AI workflows for backing up your data in 2026 — files, photos, projects, dependencies, and more. Free and automated.

Power-user keyboard shortcuts for Claude Code and AI-assisted development. Master terminal navigation, context management, and rapid skill invocation.

Tutorial for using AI skills to search China Railway 12306 and Trainline schedules — train numbers, classes, durations, and cheapest fares across China, the UK, and Europe.

The three reasons agent loops never stop — no exit condition, non-deterministic checks, and metric-gaming — plus the guardrails that make loops terminate reliably.

Use AI to reverse-engineer app internals, map dependencies, trace data flows, and understand unfamiliar codebases in minutes instead of days.

Nine ready-to-run agent loops from the Loops channel — Ship PR Until Green, Test Until Green, PR Babysitter and more, each with its one-line goal and exit condition.

Unlock secret debugging features your developer tools already have. Learn hidden flags, verbose modes, and diagnostic commands that AI can activate for you.

A step-by-step guide to building a self-healing test loop in Claude Code — run the suite, read failures, fix, repeat until green, with a paste-ready kickoff prompt.

Speed up AI development workflows with smart caching strategies. Learn build caching, model response caching, and dependency caching for faster iteration.

10 AI workflows that automate your morning — from inbox triage and calendar prep to focus mode and project kickoff. Free to install.