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Riley Zhu

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

Location Beijing, China Joined Joined on 
When Your AI Reviewer Remembers Too Much: A Two-Phase Memory Probe
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When Your AI Reviewer Remembers Too Much: A Two-Phase Memory Probe

#ai #testing #productivity #programming
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5 min read
A Free-Resource Kit for Evaluating AI Code Reviewers: Prompt, Rubric, and Failure Modes
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A Free-Resource Kit for Evaluating AI Code Reviewers: Prompt, Rubric, and Failure Modes

#ai #testing #opensource #devops
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5 min read
A Decoy-PR Test for AI Reviewer Candidates: Prompt, Rubric, and a Free-Server Reference Setup
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A Decoy-PR Test for AI Reviewer Candidates: Prompt, Rubric, and a Free-Server Reference Setup

#ai #testing #career #devops
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5 min read
A Zero-Budget Take-Home Task for AI Review Bot Candidates: Prompt, Rubric, and Reference Solution
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A Zero-Budget Take-Home Task for AI Review Bot Candidates: Prompt, Rubric, and Reference Solution

#ai #testing #career #opensource
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5 min read
A Take-Home Task That Actually Tests AI Reviewers: Prompt, Rubric, and Failure Modes
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A Take-Home Task That Actually Tests AI Reviewers: Prompt, Rubric, and Failure Modes

#ai #testing #career #productivity
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5 min read
The Comment That Hacked Our AI Reviewer: A Prompt Injection Autopsy
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The Comment That Hacked Our AI Reviewer: A Prompt Injection Autopsy

#security #ai #programming #llm
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4 min read
How to Feed a Pull Request to an LLM: Four Diff-Packing Strategies, Compared
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How to Feed a Pull Request to an LLM: Four Diff-Packing Strategies, Compared

#ai #llm #programming #webdev
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5 min read
The Review Bot Flooded Every PR With Comments. Root Cause: A Two-Dot Git Diff
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The Review Bot Flooded Every PR With Comments. Root Cause: A Two-Dot Git Diff

#ai #debugging #git #ci
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4 min read
A PR That Reviews Itself: Wiring a Free Server Into Your CI Pipeline
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A PR That Reviews Itself: Wiring a Free Server Into Your CI Pipeline

#github #ci #ai #webdev
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5 min read
The Review Bot Said "No Issues" for 72 Hours Straight. The Root Cause Wasn't the Model.
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The Review Bot Said "No Issues" for 72 Hours Straight. The Root Cause Wasn't the Model.

#ai #debugging #llm #opensource
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4 min read
A Free Server, a Cheap Model, and a Scoreboard: One Team's Code Review Audit
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A Free Server, a Cheap Model, and a Scoreboard: One Team's Code Review Audit

#ai #codereview #javascript #devops
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5 min read
The MiniMax H3 Hype Arrived Before the Numbers. A Small Team Built a Gate Instead.
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The MiniMax H3 Hype Arrived Before the Numbers. A Small Team Built a Gate Instead.

#ai #python #opensource #testing
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5 min read
Every Week a New Model Drops. Here's the 30-Minute Eval I Run Before Believing the Hype
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Every Week a New Model Drops. Here's the 30-Minute Eval I Run Before Believing the Hype

#ai #opensource #productivity #programming
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4 min read
Judge AI Code Review With a Scoreboard, Not a Demo: A Repeatable Experiment That Runs on Free Access
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Judge AI Code Review With a Scoreboard, Not a Demo: A Repeatable Experiment That Runs on Free Access

#ai #codereview #javascript #testing
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7 min read
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