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My LLM Critic Flip-Flops on Every Run. That's Fine — Because a Frozenset Decides What's Fatal.

My LLM Critic Flip-Flops on Every Run. That's Fine — Because a Frozenset Decides What's Fatal.

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7 min read
OpenEval: Why LLM Evaluation Needs a Standard Format

OpenEval: Why LLM Evaluation Needs a Standard Format

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1 min read
Testing Data Pipelines Like You Mean It: A pytest Crash Course for Data Engineers

Testing Data Pipelines Like You Mean It: A pytest Crash Course for Data Engineers

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18 min read
How do you know a passing check still works? Make it fail on purpose.

How do you know a passing check still works? Make it fail on purpose.

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5 min read
I Wrote Integration Tests for My MCP Failure Library. Here's the Pattern That Caught 3 Hidden Bugs.

I Wrote Integration Tests for My MCP Failure Library. Here's the Pattern That Caught 3 Hidden Bugs.

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3 min read
Your Agent's Memory Is a Markdown File. Let's Audit It.

Your Agent's Memory Is a Markdown File. Let's Audit It.

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6 min read
Shift-Left is Dead. Long Live Shift-Everywhere

Shift-Left is Dead. Long Live Shift-Everywhere

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5 min read
Building an AI Test Automation Factory: How We Reduced Automation Effort by 78% with Multi-Agent Systems & MCP

Building an AI Test Automation Factory: How We Reduced Automation Effort by 78% with Multi-Agent Systems & MCP

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2 min read
How to Configure Full Parallel Execution in TestNG via Maven (with Dynamic Thread Control)

How to Configure Full Parallel Execution in TestNG via Maven (with Dynamic Thread Control)

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2 min read
A Check That Has Never Run Is Not Passing

A Check That Has Never Run Is Not Passing

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5 min read
Still Testing APIs Like It's 2022? Here's Everything That Changed"

Still Testing APIs Like It's 2022? Here's Everything That Changed"

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4 min read
The Last Error Is Not Always the Root Cause: Diagnosing Android Test Failures

The Last Error Is Not Always the Root Cause: Diagnosing Android Test Failures

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3 min read
Function Calling With a Local LLM to Drive Foundry: Fuzz, Read, Repeat

Function Calling With a Local LLM to Drive Foundry: Fuzz, Read, Repeat

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Comments 2
5 min read
Remember CLAIM-24? Here's what happened.

Remember CLAIM-24? Here's what happened.

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Comments 4
8 min read
The limits page is longer than the feature list

The limits page is longer than the feature list

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Comments 10
4 min read
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