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How to use AI for Test Automation: Building the MCP-Pytest Framework

How to use AI for Test Automation: Building the MCP-Pytest Framework

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5 min read
The Tests Were Green. The Mutants Survived.

The Tests Were Green. The Mutants Survived.

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9 min read
FAQ: Five Myths About Agent State on a Remote Server

FAQ: Five Myths About Agent State on a Remote Server

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7 min read
Hallucination Management: From "Vibes" to Trust Engineering 🛡️

Hallucination Management: From "Vibes" to Trust Engineering 🛡️

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2 min read
Their sandbox accepted everything their production refused

Their sandbox accepted everything their production refused

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2 min read
Did You Know? Kafka Stores Your Messages on Disk 🤔

Did You Know? Kafka Stores Your Messages on Disk 🤔

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2 min read
Compile Quickstart Steps From a Fixture Manifest; Hand-Write Secrets, Failure, and Teardown

Compile Quickstart Steps From a Fixture Manifest; Hand-Write Secrets, Failure, and Teardown

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7 min read
A data migration isn't done until every row is accounted for

A data migration isn't done until every row is accounted for

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4 min read
Write the reference before debugging the shader

Write the reference before debugging the shader

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1 min read
Invalid Input Must Still Fail: A Must-Reject Corpus for Agent Patches

Invalid Input Must Still Fail: A Must-Reject Corpus for Agent Patches

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8 min read
Make Each Characterization Test Fail Once Before You Refactor

Make Each Characterization Test Fail Once Before You Refactor

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5 min read
AI performance testing culture: from traditional QA to intelligent testing

AI performance testing culture: from traditional QA to intelligent testing

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9 min read
AI Promoted Every Developer to Reviewer. Nobody Measured Whether We Got Worse.

AI Promoted Every Developer to Reviewer. Nobody Measured Whether We Got Worse.

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5 min read
I'm Looking for 5 Frontend Developers to Test RollDate in a Real Project

I'm Looking for 5 Frontend Developers to Test RollDate in a Real Project

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3 min read
A linter that silently passes is worse than no linter at all

A linter that silently passes is worse than no linter at all

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5 min read
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