Building a CI diagnosis agent: verifying hidden states and test cases
No-Cheetah-4745 · reddit · 2026-08-22
The author is building an AI agent based on Bayesian inference to diagnose Continuous Integration (CI) failures. The post lists identified hidden states and their prior probability distributions, covering 9 categories like source code issues, dependency failures, and test failures, based on a sample size of 375. The author seeks feedback on the validity of these states, the evidence required for observation, and methods for generating test cases.
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