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Most CI Failures Are Environment Failures

Most CI Failures Are Environment Failures

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Comments
4 min read
The Failure Message Had a Checkmark. LANG=C Refused to Print It.

The Failure Message Had a Checkmark. LANG=C Refused to Print It.

Comments 1
8 min read
No, the LLM Doesn't Get to Approve Your Refund

No, the LLM Doesn't Get to Approve Your Refund

Comments 2
6 min read
When a tool flags a coverage gap that isn't real

When a tool flags a coverage gap that isn't real

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Comments 2
2 min read
Stop Guessing: A Reproducible Harness for Evaluating Free AI Coding Models on Your Own Repo

Stop Guessing: A Reproducible Harness for Evaluating Free AI Coding Models on Your Own Repo

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5 min read
An AI-Fixed Test Passed. What Should QA Check Next?

An AI-Fixed Test Passed. What Should QA Check Next?

2
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1 min read
My port passes 710 out of 710. Here is everything that number does not tell you.

My port passes 710 out of 710. Here is everything that number does not tell you.

1
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10 min read
If Your Agent Wrote the Test, Ignore the Green Build

If Your Agent Wrote the Test, Ignore the Green Build

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Comments 4
7 min read
Batch Transaction - Testcases

Batch Transaction - Testcases

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7 min read
Our mechanisms are experiences, made code

Our mechanisms are experiences, made code

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Comments 6
7 min read
A verifier should add evidence, not rewrite history

A verifier should add evidence, not rewrite history

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5 min read
Testing Basics That Actually Pay Off

Testing Basics That Actually Pay Off

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4 min read
Linxr | Part 10 — Automated End-to-End Testing for Mobile Virtual Machines

Linxr | Part 10 — Automated End-to-End Testing for Mobile Virtual Machines

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1 min read
How we gate AI agent behavior in CI, not just code

How we gate AI agent behavior in CI, not just code

Comments 1
2 min read
Canary Agent Tool Calls With Duplicate Deliveries and an Idempotency Gate

Canary Agent Tool Calls With Duplicate Deliveries and an Idempotency Gate

1
Comments
8 min read
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