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Before the DDL: What a Useful Postgres Migration Rehearsal Must Show

Before the DDL: What a Useful Postgres Migration Rehearsal Must Show

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3 min read
My AI pentest agent reported 23 root shells. It had actually popped zero.

My AI pentest agent reported 23 root shells. It had actually popped zero.

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8 min read
The Hidden Cost of Flaky Tests

The Hidden Cost of Flaky Tests

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1 min read
Build a CLI Eval Harness That Can Stop Before the Model Escapes Its Fixture

Build a CLI Eval Harness That Can Stop Before the Model Escapes Its Fixture

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3 min read
Contain an AI Benchmark Breach With Four Independent Security Boundaries

Contain an AI Benchmark Breach With Four Independent Security Boundaries

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2 min read
AI Test Automation Needs Review Gates, Not Blind Trust

AI Test Automation Needs Review Gates, Not Blind Trust

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6 min read
Your CI Is Not Flaky. Your Failure Triage Is.

Your CI Is Not Flaky. Your Failure Triage Is.

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6 min read
Beyond the Form Tester: Building a Skill Pack for Your Whole Playwright Suite

Beyond the Form Tester: Building a Skill Pack for Your Whole Playwright Suite

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5 min read
How to Evaluate a Testing Tool Without Falling for Feature Lists

How to Evaluate a Testing Tool Without Falling for Feature Lists

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5 min read
Make Your CLI Config Write Survive Ctrl-C Without Leaving Truncated JSON

Make Your CLI Config Write Survive Ctrl-C Without Leaving Truncated JSON

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4 min read
Make CSV Export Idempotent From Browser Click to Worker Completion

Make CSV Export Idempotent From Browser Click to Worker Completion

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3 min read
Decide What Counts as a Win Before You Test

Decide What Counts as a Win Before You Test

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8 min read
The Local AI Developer (Part 2): A Reality Check After Real-World Testing

The Local AI Developer (Part 2): A Reality Check After Real-World Testing

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3 min read
I swapped my agent to a 3x smaller model and diffed what actually changed

I swapped my agent to a 3x smaller model and diffed what actually changed

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4 min read
The Software Still Has to Be Right: Review Is No Longer Enough

The Software Still Has to Be Right: Review Is No Longer Enough

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14 min read
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