Okapi - debug prod in an AI-first world
OpenTelemetry-native observability with full PromQL compatibility, fast ClickHouse-backed queries, and Oscar to help investigate production questions.
Okapi is easy to set up and use with
pip install okapi-ctlView the getting started guide →
Choose your path
Start with a local installation, explore a complete demo, deploy to Kubernetes, or connect the telemetry workflows already in use.
Try Okapi locally
Install Okapi with local PostgreSQL and ClickHouse using okapictl install --local.
Start locally →
Explore the demo
Run Okapi with the OpenTelemetry Astronomy Shop using okapictl demo --local.
Run the demo →
Deploy with Kubernetes
Deploy the Okapi services into an existing Kubernetes cluster with externally operated databases.
Open the production guide →
Connect existing telemetry
Send OpenTelemetry data and query it with PromQL and Grafana.
Configure telemetry →
Oscar
An AI-powered investigator that does what nobody likes - dig through logs, check traces, check metrics and then find out what went wrong. Oscar has a chat interface and is steerable by a human.
Investigate with Oscar
Oscar searches logs, metrics, and traces to gather the evidence behind production questions and investigations.
Automate grunt work
Move from symptoms to root by following the evidence.
For engineers and their agents
Oscar uses Okapi’s API available to other agents. Oscar posts its evidence so engineers can check the work.
Play nice approach
Bring your existing observability workflows and instrumentation with you.
Prometheus compatible
Keep using the Prometheus Query Language for familiar queries, aggregations, and time-series analysis.
OpenTelemetry / OTLP Native
Ingest metrics, logs, and traces from your existing OpenTelemetry Collectors and instrumented services.
Modern Design
A fast, unified foundation for exploring the systems that power your production environment.
ClickHouse-Backed Performance
Query large volumes of telemetry with a fast, scalable analytical storage engine.
One Unified System
Connect logs, metrics, and traces in one place so every investigation starts with the complete picture.
Less clicks, more value
Get useful operational visibility with fewer manual steps and more value from the telemetry you already collect.