Below you will find pages that utilize the taxonomy term “sylvainsf”
March 31, 2026
Causinator 9000 CI Diagnosis
Version updated for https://github.com/sylvainsf/causinator9000 to version v1.1.0.
This action is used across all versions by ? repositories. Action Type This is a Docker action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary The Causinator 9000 is a causal inference engine designed to identify and rank the most likely causes of infrastructure degradation by analyzing changes (mutations) and observed issues (signals) within a dependency graph. It automates root cause analysis by using Bayesian inference to compute causal probabilities, taking into account factors such as temporal proximity, dependency relationships, and resource-specific likelihoods.
March 24, 2026
Causinator 9000 CI Diagnosis
Version updated for https://github.com/sylvainsf/causinator9000 to version v1.0.0.
This action is used across all versions by ? repositories. Action Type This is a Docker action.
Go to the GitHub Marketplace to find the latest changes.
Action Summary The Causinator 9000 is a reactive causal inference engine designed to identify and rank the probable causes of infrastructure degradation by analyzing dependency graphs, deployment changes, and observed symptoms. It automates the diagnosis of system issues by tracing causal paths through a dependency DAG, applying Bayesian inference, temporal decay, and hop attenuation to compute confidence scores for potential root causes.