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LLM-as-Judge Is Too Lenient. Here's a Cheap Fix: Judge Refute (Maybe) Arbitrate

LLM-as-Judge Is Too Lenient. Here's a Cheap Fix: Judge Refute (Maybe) Arbitrate

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Comments 1
8 min read
Branch Your Database Like You Branch Your Code

Branch Your Database Like You Branch Your Code

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3 min read
I type-check AI-generated SDK code against the real package. Claude refused a third of my Stripe tasks.

An empty file compiles clean

I type-check AI-generated SDK code against the real package. Claude refused a third of my Stripe tasks.

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Comments 10
6 min read
Test the Wire, Not the Serializer

Test the Wire, Not the Serializer

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3 min read
I rewrote the same detector three times in one day. Each fix introduced a new way of being wrong.

I rewrote the same detector three times in one day. Each fix introduced a new way of being wrong.

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Comments 8
5 min read
AI Agents for Mobile UI Testing Still Need a Visible Android Screen

AI Agents for Mobile UI Testing Still Need a Visible Android Screen

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6 min read
The agent gave the right answer and did the wrong thing

The agent gave the right answer and did the wrong thing

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10 min read
CI Paid for Itself on the First Run: 4 Repos, Real Bugs

CI Paid for Itself on the First Run: 4 Repos, Real Bugs

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4 min read
Testing and Debugging MCP Applications: A Practical Production Guide

Testing and Debugging MCP Applications: A Practical Production Guide

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7 min read
Attack Your Agent's Tool Boundaries Before Someone Else Does: A Repeatable Test Harness

Attack Your Agent's Tool Boundaries Before Someone Else Does: A Repeatable Test Harness

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6 min read
Why Your Playwright Tests Are Lying to You (And How to Actually Fix Flakiness)

Why Your Playwright Tests Are Lying to You (And How to Actually Fix Flakiness)

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Comments 2
5 min read
Catching Goroutine Leaks in Go Tests With goleak

Catching Goroutine Leaks in Go Tests With goleak

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6 min read
Small open-source fixes are a better signal than a big portfolio claim

Small open-source fixes are a better signal than a big portfolio claim

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2 min read
Crack AI Testing Interview in 7 Days

Crack AI Testing Interview in 7 Days

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44 min read
My AI QA agent said "all features working." The canvas was blank. Here's what it was actually seeing.

My AI QA agent said "all features working." The canvas was blank. Here's what it was actually seeing.

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Comments 1
3 min read
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