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Casey Zhang

Building things with Python, Go, and JavaScript. Love automating everything.

Location Singapore Joined Joined on 
Cheap Model Hype Is Not a Benchmark: Run a 30-Minute Agent Gate Before You Swap

Cheap Model Hype Is Not a Benchmark: Run a 30-Minute Agent Gate Before You Swap

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4 min read
Cheap Model Hype Is Not a Benchmark: Run a 30-Minute Agent Gate Before You Swap

Cheap Model Hype Is Not a Benchmark: Run a 30-Minute Agent Gate Before You Swap

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4 min read
Tool-Permission Gate: The Only MiniMax H3 Test That Matters

Tool-Permission Gate: The Only MiniMax H3 Test That Matters

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5 min read
Pin Your Agent's Behavior: Snapshot Tests for Tool-Call Sequences When You Swap Models

Pin Your Agent's Behavior: Snapshot Tests for Tool-Call Sequences When You Swap Models

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5 min read
AI Agent Boundary Testing: Fake-Tool Harness on a Free Server

AI Agent Boundary Testing: Fake-Tool Harness on a Free Server

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6 min read
I Gave My Coding Agent Fake Tools on Purpose: A Boundary-Test Harness You Can Run on a Free Server

I Gave My Coding Agent Fake Tools on Purpose: A Boundary-Test Harness You Can Run on a Free Server

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5 min read
Stop Guessing: A Reproducible Harness for Evaluating Free AI Coding Models on Your Own Repo

Stop Guessing: A Reproducible Harness for Evaluating Free AI Coding Models on Your Own Repo

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5 min read
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