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Free AI Coding Credits Are a Benchmark, Not a Gift

Free AI Coding Credits Are a Benchmark, Not a Gift

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5 min read
AI Is Changing What 'Correct Software' Means

AI Is Changing What 'Correct Software' Means

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4 min read
My pipeline recorded 0 of 15 into an append-only file before anyone read why. The real answer was 9.

My pipeline recorded 0 of 15 into an append-only file before anyone read why. The real answer was 9.

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3 min read
My coverage check did arithmetic instead of looking. All 23 pointers were wrong.

My coverage check did arithmetic instead of looking. All 23 pointers were wrong.

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3 min read
Integration Tests: Verifying Components Work Together

Integration Tests: Verifying Components Work Together

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17 min read
My coverage print read 13 of 13 on every run. It was incapable of printing anything else.

My coverage print read 13 of 13 on every run. It was incapable of printing anything else.

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Comments 1
3 min read
Twenty Prompts, One Compiler: A Free AI Server's Failure Matrix

Twenty Prompts, One Compiler: A Free AI Server's Failure Matrix

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5 min read
Every correction I made to my spec added a requirement. The retired rows were still being counted.

Every correction I made to my spec added a requirement. The retired rows were still being counted.

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Comments 1
3 min read
I checked 18 claims in my own spec. Five were false, and one tag byte was responsible for one of them.

I checked 18 claims in my own spec. Five were false, and one tag byte was responsible for one of them.

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4 min read
Opinion: Free AI Coding Tokens Are a Model Release, Not a Gift

Opinion: Free AI Coding Tokens Are a Model Release, Not a Gift

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5 min read
Stop Comparing Token Prices. Compare Cost Per Passing Patch.

Stop Comparing Token Prices. Compare Cost Per Passing Patch.

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5 min read
Why the Most Honest Coding-Agent Evaluation Runs on Free Infrastructure

Why the Most Honest Coding-Agent Evaluation Runs on Free Infrastructure

Comments 1
5 min read
The OOM killer stopped my acceptance check four times in two days. It was rebuilding the project to read a number.

The OOM killer stopped my acceptance check four times in two days. It was rebuilding the project to read a number.

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3 min read
Treating "It Worked" as Verification Ships Code That Only Works With One Commit

Treating "It Worked" as Verification Ships Code That Only Works With One Commit

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4 min read
My build finished in 0 seconds and thirteen test suites passed. They had run yesterday's binary.

My build finished in 0 seconds and thirteen test suites passed. They had run yesterday's binary.

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3 min read
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