TAINUX Cognitive Diff

TAINUX Cognitive Diff - Infrastructure change analysis with full contextual impact assessment.

Evaluates every modification to your OKD or OpenShift environment, explains the cascading risks across workloads and dependencies, and surfaces actionable guidance before a single change reaches production.

Website: tainux.io

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Features

• Pre-deploy risk scoring for Kubernetes manifests and Helm releases
• Dependency graph analysis across namespaces and services
• AI-generated change summaries with severity classification
• GitOps integration with automated diff review on pull requests

Quick install

helm repo add tainux https://charts.tainux.io
helm repo update
helm install cognitive-diff tainux/cognitive-diff \
  -n tainux-system --create-namespace

Repository structure

cognitive-diff/
├── api/v1alpha1/          CRD types
├── cmd/cognitive-diff/    Main entrypoint
├── internal/
│   ├── controller/        Kubernetes operator controller
│   ├── analyzer/          Change impact analysis engine
│   ├── git/               GitOps / PR integration
│   ├── reporter/          Report generation
│   └── api/               REST API handlers
├── deploy/
│   ├── helm/              Helm chart source
│   └── manifests/         Raw Kubernetes manifests
└── docs/

License

Apache 2.0 — TAINUX Software