Company umbrella for AI infrastructure automation

SameBits builds open-source tools and evaluation systems for AI-driven infrastructure automation.

Name: Evidra Bench
Author: SameBits

We help teams test, govern, and audit infrastructure agents, MCP tools, and automated production workflows.

Main product

Evidra Bench

External regression testing for AI infrastructure agents and MCP tools.

Run agents against realistic Kubernetes, Helm, Argo CD, Terraform, and AWS/LocalStack scenarios.

Evaluation surface

Agent regression loop

External

Kubernetesscenario

Helmscenario

Argo CDscenario

Terraformscenario

AWS/LocalStackscenario

Run infrastructure agents against realistic failures, then compare outputs across tool, model, and prompt changes.

Open-source

SameBits project cards for agent evaluation, evidence-backed operations, policy enforcement, and production automation.

External regression testing for AI infrastructure agents and MCP tools.

Evidence layer for GitOps and production change investigation.

Reliability scoring and behavioral signals for infrastructure automation, including AI agents.

Beta

Evidra-Lock is a kill-switch for AI agents managing infrastructure.

Beta

Multi-Tenancy & Governance for MLFlow