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Your Maven Test Run Is Running. Probably.

Your Maven Test Run Is Running. Probably.

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3 min read
Most AI Second Opinions Are Fake. I Built a Two-LLM Review Engine to Prove It.

Tested on 70 real PRs for just $0.53 total cost

Most AI Second Opinions Are Fake. I Built a Two-LLM Review Engine to Prove It.

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11 min read
I Tried to Break My AI Agent's Memory With a Multi-Day Refactor. Here's What Actually Held Up.

I Tried to Break My AI Agent's Memory With a Multi-Day Refactor. Here's What Actually Held Up.

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3 min read
Why 100% Line Coverage is Lying to You in AI-Generated Code (And How We Catch It)

Why 100% Line Coverage is Lying to You in AI-Generated Code (And How We Catch It)

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4 min read
Upgrading the judge ends one score series and starts another

Upgrading the judge ends one score series and starts another

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9 min read
# I benchmarked AI agent memory in 2026 — and the numbers tell a different story than the marketing

# I benchmarked AI agent memory in 2026 — and the numbers tell a different story than the marketing

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4 min read
The Bug Was in My Benchmark: Attaching a Debugger to Chromium Throttles fetch() Uploads 20x

The Bug Was in My Benchmark: Attaching a Debugger to Chromium Throttles fetch() Uploads 20x

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13 min read
Teaching an Agent to Triage Flaky Tests — and to Know When Not To

Teaching an Agent to Triage Flaky Tests — and to Know When Not To

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4 min read
.NET 10 ActivitySamplingResult PropagationData: Why Recorded Turns False

.NET 10 ActivitySamplingResult PropagationData: Why Recorded Turns False

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4 min read
The check that could not fail

The check that could not fail

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6 min read
You Can't Fix A Bug With A Prompt

You Can't Fix A Bug With A Prompt

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3 min read
Your AI Agent Has Shell Access. Here's How I Test What It Can Actually Touch.

Your AI Agent Has Shell Access. Here's How I Test What It Can Actually Touch.

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5 min read
Where Did the Ten Million Tokens Go? A Myth-Busting FAQ for Free-Tier Agents

Where Did the Ten Million Tokens Go? A Myth-Busting FAQ for Free-Tier Agents

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4 min read
Build a Load Testing Tool with Python and asyncio

Build a Load Testing Tool with Python and asyncio

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4 min read
The Best Test Automation Tool Is Usually the One That Matches Your Mess

The Best Test Automation Tool Is Usually the One That Matches Your Mess

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6 min read
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