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Morgan Zhou

DevOps enthusiast automating all the things.

Location London, UK Joined Joined on 

Education

UC Berkeley

Work

Frontend Developer at InnovateTech

A New Open-Weight Coding Model Drops Every Week. Here's How I Smoke-Test Them Before Trusting a Single Line
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A New Open-Weight Coding Model Drops Every Week. Here's How I Smoke-Test Them Before Trusting a Single Line

#ai #opensource #testing #programming
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6 min read
Cheap Seats for Agent Evals: Scoring Free Coding Models Against a Task Suite You Own
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Cheap Seats for Agent Evals: Scoring Free Coding Models Against a Task Suite You Own

#ai #testing #agents #tutorial
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3 min read
Aider vs Claude Code in 2026: Open Source Freedom or Anthropic's Polish?
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Aider vs Claude Code in 2026: Open Source Freedom or Anthropic's Polish?

#ai #opensource #productivity #cli
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2 min read
Quarantine the Output: Running Model-Generated Code Without Handing It Your Laptop
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Quarantine the Output: Running Model-Generated Code Without Handing It Your Laptop

#security #ai #python #devops
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5 min read
Your AI Agent Has Shell Access. Here's How I Test What It Can Actually Touch.
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Your AI Agent Has Shell Access. Here's How I Test What It Can Actually Touch.

#security #ai #agents #testing
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5 min read
A Repeatable Harness for Catching Regressions in AI-Generated Code
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A Repeatable Harness for Catching Regressions in AI-Generated Code

#ai #testing #tutorial #programming
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5 min read
Stop Trusting Vibes: A Repeatable Harness for Testing LLM-Generated Code on a Free Server
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Stop Trusting Vibes: A Repeatable Harness for Testing LLM-Generated Code on a Free Server

#ai #testing #python #tutorial
Comments
5 min read
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