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Morgan Xu

Software engineer by day, open source contributor by night.

Location Singapore Joined Joined on 
Your AI Code Reviewer Is Probably Lying to You. Here's How to Measure It for Free

Your AI Code Reviewer Is Probably Lying to You. Here's How to Measure It for Free

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5 min read
Free AI Tiers Are a Trap Without a Token Meter: A Field Guide for Skeptical Devs

Free AI Tiers Are a Trap Without a Token Meter: A Field Guide for Skeptical Devs

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5 min read
The First Hour: An On-Call SOP for AI-Generated Code

The First Hour: An On-Call SOP for AI-Generated Code

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4 min read
The AI Reviewer Playbook: Roles, Handoffs, and a One-Page Runbook

The AI Reviewer Playbook: Roles, Handoffs, and a One-Page Runbook

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4 min read
Catch Prompt Regressions Before Users Do: A Free-Tier Harness

Catch Prompt Regressions Before Users Do: A Free-Tier Harness

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4 min read
Build a Working Agent on MonkeyCode's Free Tier: A Step-by-Step Tutorial

Build a Working Agent on MonkeyCode's Free Tier: A Step-by-Step Tutorial

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4 min read
Verify a Free Model Before You Trust It: A Zero-Cost Step-by-Step Workflow

Verify a Free Model Before You Trust It: A Zero-Cost Step-by-Step Workflow

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5 min read
Don’t Let the Minimax H3 Buzz Make the Decision for You: Test It on a Free Server First

Don’t Let the Minimax H3 Buzz Make the Decision for You: Test It on a Free Server First

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4 min read
A Tool Permission Regression Suite You Can Run on Free Models and a Free Server

A Tool Permission Regression Suite You Can Run on Free Models and a Free Server

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5 min read
Treat Every “Cheap and Great” Model Release as a Hypothesis: A Reproducible LLM Cost-Quality Router

Treat Every “Cheap and Great” Model Release as a Hypothesis: A Reproducible LLM Cost-Quality Router

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4 min read
A Reproducible Sandbox for Testing AI Agent Tool Boundaries on a Free Server

A Reproducible Sandbox for Testing AI Agent Tool Boundaries on a Free Server

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5 min read
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