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Morgan Zhou profile picture

Morgan Zhou

DevOps enthusiast automating all the things.

Location London, UK Joined Joined on 

Education

UC Berkeley

Work

Frontend Developer at InnovateTech

Free AI Pull Request Reviews: A 20-Minute Setup
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Free AI Pull Request Reviews: A 20-Minute Setup

#ai #webdev #productivity #tutorial
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3 min read
Stop Picking the Model First. Pick Where It Runs.
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Stop Picking the Model First. Pick Where It Runs.

#ai #agents #python #productivity
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4 min read
Free, Self-Hosted, or Paid: Score Your Constraints First
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Free, Self-Hosted, or Paid: Score Your Constraints First

#ai #programming #opensource #devops
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5 min read
Free AI Coding Access vs. Self-Hosting: Pick Your Failure Mode
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Free AI Coding Access vs. Self-Hosting: Pick Your Failure Mode

#ai #llm #opensource #productivity
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5 min read
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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