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Red Once: never trust a test you haven't watched fail

Red Once: never trust a test you haven't watched fail

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Comments 6
6 min read
Your agent went green by weakening the tests

Your agent went green by weakening the tests

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Comments
4 min read
Control Deltas Turn Agent Scores Into Evidence

Control Deltas Turn Agent Scores Into Evidence

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6 min read
Confidential Transfer - Testcases

Confidential Transfer - Testcases

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Comments
21 min read
Turn Screen Recordings Into Bug Reports Agents Can Act On

Turn Screen Recordings Into Bug Reports Agents Can Act On

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1 min read
A Warm Cache Is Not a Control: A Myth-Busting FAQ

A Warm Cache Is Not a Control: A Myth-Busting FAQ

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7 min read
The Job Jacket Workshop

The Job Jacket Workshop

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6 min read
Regex Testers Can Freeze the Browser: Safer Testing with Timeouts

Regex Testers Can Freeze the Browser: Safer Testing with Timeouts

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4 min read
Offline Readiness Is a State-Machine Contract

Offline Readiness Is a State-Machine Contract

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4 min read
Matrix – Check whether your AI agent actually did what it claimed

Matrix – Check whether your AI agent actually did what it claimed

Comments 2
1 min read
What Happens to Your CI When AI Writes 80 Percent of Your Code

What Happens to Your CI When AI Writes 80 Percent of Your Code

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2 min read
Booking availability is a preview, not a reservation

Booking availability is a preview, not a reservation

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3 min read
I installed all 67 Pipecat community plugins. 19 of them don't work.

I installed all 67 Pipecat community plugins. 19 of them don't work.

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Comments 2
4 min read
I got Jev to zero mistakes. I'm still using Flash-Lite.

Real production benchmarks comparing costs

I got Jev to zero mistakes. I'm still using Flash-Lite.

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Picked as gem Comments 18
11 min read
I audited my own ML linter and had to withdraw its best evidence

I audited my own ML linter and had to withdraw its best evidence

Comments 1
4 min read
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