AI Guides

Hands-on AI guides from AOYII — practical tutorials, workflows and tool playbooks.

Real-World Workflow Data: The Next Battleground for AI Training Data

Real-World Workflow Data: The Next Battleground for AI Training Data

CUDA on Apple Silicon: A 10x Speedup via OpenFPM's Transparent Pipeline

CUDA on Apple Silicon: A 10x Speedup via OpenFPM's Transparent Pipeline

AI Coding Loops Debate: 2x Productivity or Garbage Stacking?

AI Coding Loops Debate: 2x Productivity or Garbage Stacking?

Kimi K3 API Guide: Three Steps for Developers After the Subscription Pause

Kimi K3 API Guide: Three Steps for Developers After the Subscription Pause

PrismML Bonsai 27B: A 27B Language Model That Runs on Your Phone

PrismML Bonsai 27B: A 27B Language Model That Runs on Your Phone

Claude Opus 5 API Guide: Three Steps to Switch and Effort Tuning Strategies

Claude Opus 5 API Guide: Three Steps to Switch and Effort Tuning Strategies

OpenWorker Setup Guide: Andrew Ng's Desktop Agent Running in 10 Minutes

OpenWorker Setup Guide: Andrew Ng's Desktop Agent Running in 10 Minutes

Continuous Learning: AI's Paradigm Shift From Prompt Space to Parameter Space

Continuous Learning: AI's Paradigm Shift From Prompt Space to Parameter Space

Cursor's SQLite Experiment: Agent Orchestration Beats Model Choice

Cursor's SQLite Experiment: Agent Orchestration Beats Model Choice

Cursor's Agent Swarm Rebuilt SQLite: How Planner-Executor Separation Cut Costs 8x

Cursor's Agent Swarm Rebuilt SQLite: How Planner-Executor Separation Cut Costs 8x

AI Coding's Bottleneck Has Moved: Claude Now Verifies Its Own Code

AI Coding's Bottleneck Has Moved: Claude Now Verifies Its Own Code

Claude Code's Verification Loop: Four Self-Check Skills That Close the Agent Circuit

Claude Code's Verification Loop: Four Self-Check Skills That Close the Agent Circuit