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Agent Determinism Illusions Series' Articles

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Formal code failing at the semantic layer

zxpmail

Jul 4

I tested the 'deterministic agent loop' claims with four experiments. They all failed — including my own fix.

#ai #llm #agents #testing

9 min read

Precision-recall and the false positive mirage

zxpmail

Jul 5

I tested 3 models as AI agent quality inspectors: the stronger the model, the more valid work it rejects

#ai #llm #testing #agents

5 min read

zxpmail

Jul 6

I designed a Harness to fix my agent's quality problem — then found 6 flaws in my own design

#ai #llm #testing #agents

8 min read

zxpmail

Jul 9

An alternative to LLM quality gates: deterministic routing + sampling

#ai #llm #agents #testing

9 min read