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Dakota Huang

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

Location Seattle, WA Joined Joined on 
Don't Merge AI Patches Blind: A Git Worktree Replay Gate
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Don't Merge AI Patches Blind: A Git Worktree Replay Gate

#ai #testing #git #programming
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5 min read
Same Model, Different Server: Fingerprint Your Eval Environment Before You Trust the Result
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Same Model, Different Server: Fingerprint Your Eval Environment Before You Trust the Result

#python #ai #testing #devops
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4 min read
Probe the Endpoint Before You Probe the Model
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Probe the Endpoint Before You Probe the Model

#ai #python #testing #devops
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5 min read
A Failure Triage Script for Free Coding Models: Prompt, Model, or Wrapper?
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A Failure Triage Script for Free Coding Models: Prompt, Model, or Wrapper?

#ai #testing #programming #python
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4 min read
From Six Questions to a Script: My 30-Minute Eval Harness for Every New Model Release
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From Six Questions to a Script: My 30-Minute Eval Harness for Every New Model Release

#ai #testing #productivity #tutorial
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6 min read
I Stopped Trusting Demo Prompts: A Repeatable Smoke Test for Free Coding Models
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I Stopped Trusting Demo Prompts: A Repeatable Smoke Test for Free Coding Models

#ai #testing #productivity #tutorial
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5 min read
Vibes Are Not a Benchmark: A 30-Minute Harness to Test Whether a Free Coding Model Can Touch Your Repo
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Vibes Are Not a Benchmark: A 30-Minute Harness to Test Whether a Free Coding Model Can Touch Your Repo

#ai #productivity #python #tooling
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5 min read
Stop Vibe-Checking Models: A Repeatable Comparison Harness You Can Run on Free Compute
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Stop Vibe-Checking Models: A Repeatable Comparison Harness You Can Run on Free Compute

#ai #testing #productivity #tooling
Comments 1
6 min read
Every New Model Gets the Same Six Questions From Me
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Every New Model Gets the Same Six Questions From Me

#ai #testing #python #productivity
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5 min read
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