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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
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
Bugs Are Innocent Until Reproduced: Building Verdict, an Evidence-First Agent Harness

Separates LLM guesses from hard proof

Bugs Are Innocent Until Reproduced: Building Verdict, an Evidence-First Agent Harness

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4 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
A Product Is Not Finished When the Frontend Is Finished

A Product Is Not Finished When the Frontend Is Finished

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6 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
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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5 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
We built a local-first screenshot app for macOS and would love your feedback

We built a local-first screenshot app for macOS and would love your feedback

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1 min read
Stop letting your AI agents hallucinate test failures

Stop letting your AI agents hallucinate test failures

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3 min read
Built a deterministic checker that catches the specific ways AI-generated frontend code breaks against real Wix/Shopify/Webflow stores

Built a deterministic checker that catches the specific ways AI-generated frontend code breaks against real Wix/Shopify/Webflow stores

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1 min read
I Built an Agent That Marked Its Own Finding as Already Known

Verifiable receipts prove honest self-detection

I Built an Agent That Marked Its Own Finding as Already Known

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8 min read
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