What is the AgentOps Framework?
The AgentOps Framework is the core of everything we do. It’s not just a tool; it’s a complete, production-ready platform delivered as unified Infrastructure-as-Code and GitOps workflows. We’ve stitched together all the essential components that companies are typically forced to build themselves:
- Cloud-Native Infrastructure: A secure Kubernetes foundation on your choice of AWS, GCP, or Azure.
- CI/CD and Automation: Repeatable deployment pipelines using Terraform, Helm, and GitHub Actions.
- AI & LLM Tooling: A high-performance stack including vLLM, Multi-LLM Model Inference with our vLLM Prod Stack, with several add-ons like LangGraph, Qdrant vector databases…
- Security & Governance: Built-in automated security as code, secrets management, and network policies.
- Full-Stack Observability: Pre-configured monitoring for everything from GPU costs to token usage with Prometheus, Grafana, and Langfuse.
By automating the deployment of this entire stack, our framework eliminates the 12-month headache of building from scratch, allowing you to focus on innovation.
Key Pillars of the Framework
- Unified Automation with IaC & GitOps: A single, auditable system for managing your entire platform.
- Optimized for LLM & Agent Serving: High-throughput, low-latency inference for any open-source model.
- Secure by Design: Essential security best practices are implemented from day one.
- You Own It All: No black boxes or vendor lock-in. You have 100% ownership of the code and infrastructure.