🚀 Sparge v1.0 is open source — star us on GitHub and join the waitlist

Open Source

Built in the open.

All nine core reliability engines, the Kubernetes operator, and the OTEL probe sidecar are Apache 2.0 licensed.

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What's open source

Agent SLO Engine
Context Quality Scorer
Causal Lineage Graph
Behavioural Drift Detector
AI Narrator
Cost-per-Outcome Router
Fleet Registry
Red Team Engine
Immutable Audit Log

Quick Start

# One-liner (Docker)
curl -fsSL https://get.sparge.ai | sh

# Kubernetes (Helm)
helm repo add sparge https://charts.sparge.ai
helm install sparge sparge/sparge --set llm.openaiApiKey=$KEY

# Local AI (no API key)
SPARGE_NARRATOR_MODEL=ollama/llama3.3 curl -fsSL https://get.sparge.ai | sh

Ready when you are

Your agents are deployed.
Are they reliable?

Find out in 5 minutes with the open source core. Any LLM provider. Fully observable from day one.

Model-agnostic. Observable by design. Deployable in minutes.