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The Model Did Not Change: The Test Was Comparing Strings, Not Behavior

The Model Did Not Change: The Test Was Comparing Strings, Not Behavior

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4 min read
How to benchmark scraping APIs for AI agent workloads

How to benchmark scraping APIs for AI agent workloads

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5 min read
CodeVetter vs Greptile: repository-aware review or task evidence?

CodeVetter vs Greptile: repository-aware review or task evidence?

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2 min read
When AI Makes Coding Faster, Testing Matters More

When AI Makes Coding Faster, Testing Matters More

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7 min read
A Good LLM Exam Is 90% Traps

A Good LLM Exam Is 90% Traps

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3 min read
Four bugs my test suite couldn't catch

Four bugs my test suite couldn't catch

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4 min read
The ledger said 763 assets. The platforms said about 400.

The ledger said 763 assets. The platforms said about 400.

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3 min read
The Green 'Done' That Lied: A War Story About Status Fields That Don't Mean What You Think

The Green 'Done' That Lied: A War Story About Status Fields That Don't Mean What You Think

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4 min read
I asked four LLMs to review my code by path. Three invented bugs

I asked four LLMs to review my code by path. Three invented bugs

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5 min read
I Tried to Break My Robot Accountant (So Nobody Else Could)

I Tried to Break My Robot Accountant (So Nobody Else Could)

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21 min read
The Generated Helper Passed Locally, Then Died in a Clean Container Because It Read a Global I Never Passed

The Generated Helper Passed Locally, Then Died in a Clean Container Because It Read a Global I Never Passed

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5 min read
Salesforce UAT Checklist: What to Test Before Production Deployment

Salesforce UAT Checklist: What to Test Before Production Deployment

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6 min read
1,558 Tests Green and No Auth: The Tests That Never Actually Ran

1,558 Tests Green and No Auth: The Tests That Never Actually Ran

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3 min read
The Agent Said It Failed. The Jira Ticket Said Otherwise.

The Agent Said It Failed. The Jira Ticket Said Otherwise.

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7 min read
A New Model Dropped. Don't Just Swap the ID.

A New Model Dropped. Don't Just Swap the ID.

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6 min read
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