AI Guides
Hands-on AI guides from AOYII — practical tutorials, workflows and tool playbooks.
Stop Writing Prompts for Claude: Inside Anthropic's Agent-Graph Methodology
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Microsoft Open-Sources Orchard: A K8s Sandbox Service That Trained a 3B-Active Agent to Frontier SWE Results
Read more Claude Fable 5 Tutorial: Write Lean-Verified Math Proofs Through a Standard API in 10 Minutes
Read more SciForge Architecture: Turning Research Agents from One-Shot Chats into Auditable Pipelines
Read more Loop Engineering: From Writing Prompts to Designing Loops — the Paradigm Shift Defining the Agent Era
Read more MCP Goes Stateless: Why the Protocol's Biggest Update Cuts Features Instead of Adding Them
Read more Run Ant Group's Open-Source Avernet Locally in 10 Minutes: A Multi-Agent Network for OpenClaw
Read more Token Economics: The First Meter for Intelligence
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Jev in Production: Shipping a Fast, Cheap Judgment Model
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Jev: When to Use the Judgment Engine That Never Writes a Word
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Harness Beats Model: The Real Variable in AI Agent Performance
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