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Simulating attackers is easy. Simulating legitimate users is the hard part

Simulating attackers is easy. Simulating legitimate users is the hard part

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6 min read
Stop Using Random Strings in JMeter: Generate Algorithmically Correct Mock Data with Mock Jutsu

Stop Using Random Strings in JMeter: Generate Algorithmically Correct Mock Data with Mock Jutsu

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5 min read
Why Your AI App Is Failing in Production (And It’s Not an ML Problem)

Why Your AI App Is Failing in Production (And It’s Not an ML Problem)

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3 min read
2026 Trends: AI-Driven Software Testing Stats, Tools & ROI

2026 Trends: AI-Driven Software Testing Stats, Tools & ROI

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5 min read
What Changes After the First 1,000 Orders: The Engineering Side of Scaling eCommerce

What Changes After the First 1,000 Orders: The Engineering Side of Scaling eCommerce

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7 min read
Automation: crie caminho de menor resistĂȘncia

Automation: crie caminho de menor resistĂȘncia

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5 min read
A Prompt Regression Pack You Can Run Against Free Model Tiers Before Paying for Anything

A Prompt Regression Pack You Can Run Against Free Model Tiers Before Paying for Anything

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6 min read
Sanitizers Don't Flatter Anyone: Scoring Free Coding Models on C++ Undefined Behavior Fixes

Sanitizers Don't Flatter Anyone: Scoring Free Coding Models on C++ Undefined Behavior Fixes

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5 min read
The Model Passed Your Benchmark. Now Stop Merging Its Code Blindly

The Model Passed Your Benchmark. Now Stop Merging Its Code Blindly

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5 min read
A Repeatable Loop for Reviewing AI-Generated Refactors Before You Merge Them

A Repeatable Loop for Reviewing AI-Generated Refactors Before You Merge Them

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4 min read
Canary Tests for AI Coding Agents: A Sandbox Harness You Can Run Yourself

Canary Tests for AI Coding Agents: A Sandbox Harness You Can Run Yourself

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4 min read
Sandbox First: A Safer Local Harness for Evaluating Free Coding Models on Your Own Codebase

Sandbox First: A Safer Local Harness for Evaluating Free Coding Models on Your Own Codebase

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6 min read
How to Review AI-Generated Refactors: A Repeatable Falsification Loop

How to Review AI-Generated Refactors: A Repeatable Falsification Loop

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5 min read
Upgrading to Pest 5 and making --tia the default

Upgrading to Pest 5 and making --tia the default

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3 min read
Dev Log: 2026-08-06 — Pest 5 everywhere, a build-preset registry, and an MCP server inside a Laravel app

Dev Log: 2026-08-06 — Pest 5 everywhere, a build-preset registry, and an MCP server inside a Laravel app

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2 min read
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