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Emery Yang

DevOps enthusiast automating all the things.

Location New York, NY Joined Joined on 
Exit 0, Collected 0: A 90-Minute Agent Spike

Exit 0, Collected 0: A 90-Minute Agent Spike

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6 min read
200 Is a Trap: A 90-Minute Agent Spike

200 Is a Trap: A 90-Minute Agent Spike

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5 min read
Wrong Oracle, Green Suite: A 90-Minute Agent Spike

Wrong Oracle, Green Suite: A 90-Minute Agent Spike

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6 min read
Green by Weakening: A 90-Minute Agent Spike

Green by Weakening: A 90-Minute Agent Spike

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7 min read
Delay Is Camouflage: A 90-Minute Agent Spike

Delay Is Camouflage: A 90-Minute Agent Spike

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8 min read
Dangling Names After Patch: A 90-Minute Agent Spike

Dangling Names After Patch: A 90-Minute Agent Spike

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8 min read
Accepted Diffs Per Hour: A 90-Minute Spike on a Free Model Tier

Accepted Diffs Per Hour: A 90-Minute Spike on a Free Model Tier

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5 min read
Empty Stdout Is a Kill: A 90-Minute Agent Spike

Empty Stdout Is a Kill: A 90-Minute Agent Spike

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6 min read
Receipt Before Write: A 90-Minute Agent Spike

Receipt Before Write: A 90-Minute Agent Spike

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7 min read
Bound the Tool Loop: A 90-Minute Agent Spike

Bound the Tool Loop: A 90-Minute Agent Spike

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6 min read
Vanishing Assertions: A 90-Minute Agent Spike

Vanishing Assertions: A 90-Minute Agent Spike

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7 min read
Fail Extra Paths: A 90-Minute Agent Diff Spike

Fail Extra Paths: A 90-Minute Agent Diff Spike

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7 min read
Fail Closed on Demo Auth: A 90-Minute Server Spike

Fail Closed on Demo Auth: A 90-Minute Server Spike

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6 min read
A 90-Minute Spike for Health Checks That Can Fail

A 90-Minute Spike for Health Checks That Can Fail

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6 min read
Kill Invented Context: A 90-Minute Agent Spike

Kill Invented Context: A 90-Minute Agent Spike

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6 min read
Where Do 10 Million Free Tokens Go? An AI Coding Budget Audit

Where Do 10 Million Free Tokens Go? An AI Coding Budget Audit

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5 min read
Fail the Public API First: A 90-Minute Spike on AI Refactors

Fail the Public API First: A 90-Minute Spike on AI Refactors

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7 min read
A 90-Minute Spike to Kill Vacuous AI Unit Tests

A 90-Minute Spike to Kill Vacuous AI Unit Tests

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6 min read
Your AI Opened a PR. Did Anyone Check the Dependencies?

Your AI Opened a PR. Did Anyone Check the Dependencies?

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5 min read
A 90-Minute Ship-or-Kill Spike for Free AI Hosting

A 90-Minute Ship-or-Kill Spike for Free AI Hosting

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3 min read
Measure Token Burn Before You Trust a Free AI Tier: A 90-Minute Spike

Measure Token Burn Before You Trust a Free AI Tier: A 90-Minute Spike

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4 min read
I Fed My Messiest Bug Reports to a Free AI Triage Bot. Here's the Decision Table.

I Fed My Messiest Bug Reports to a Free AI Triage Bot. Here's the Decision Table.

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5 min read
No-JS Modal in 90 Minutes: Spiking the Invoker Commands API

No-JS Modal in 90 Minutes: Spiking the Invoker Commands API

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4 min read
Your AI Reviewer Is Untested: A 10-Bug Calibration Harness on a Free Server

Your AI Reviewer Is Untested: A 10-Bug Calibration Harness on a Free Server

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5 min read
One Hypothesis, 90 Minutes: The Ship-or-Kill Spike for AI Coding Tools

One Hypothesis, 90 Minutes: The Ship-or-Kill Spike for AI Coding Tools

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4 min read
From Zero to Running: A Free-Tier AI Coding Loop with MonkeyCode

From Zero to Running: A Free-Tier AI Coding Loop with MonkeyCode

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4 min read
Free AI Tools Are Not Free: The Hidden Cost Is Your Debugging Time

Free AI Tools Are Not Free: The Hidden Cost Is Your Debugging Time

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3 min read
Evaluating the MiniMax H3 Buzz With a Free Evaluation Harness

Evaluating the MiniMax H3 Buzz With a Free Evaluation Harness

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5 min read
Screening AI-Generated Patches with a Free-Server Test Gate

Screening AI-Generated Patches with a Free-Server Test Gate

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5 min read
Stop Paying for Tokens Before You Have an Evaluation: A Free-Tier Workflow for AI Coding Tasks

Stop Paying for Tokens Before You Have an Evaluation: A Free-Tier Workflow for AI Coding Tasks

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5 min read
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