Use Plano when an agent application needs an out-of-process data plane for multi-agent routing, model agility, guardrails, traces, and OpenAI-compatible traffic instead of custom glue in every service.
Scanned 9/2/2026
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---
name: "Route and observe production agent traffic with Plano"
slug: "route-and-observe-production-agent-traffic-with-plano"
description: "Use Plano when an agent application needs an out-of-process data plane for multi-agent routing, model agility, guardrails, traces, and OpenAI-compatible traffic instead of custom glue in every service."
github_stars: 6604
verification: "security_reviewed"
source: "https://github.com/katanemo/plano"
author: "Katanemo"
publisher_type: "open_source_project"
category: "Integrations & Connectors"
framework: "Multi-Framework"
tool_ecosystem:
github_repo: "katanemo/plano"
github_stars: 6604
---
# Route and observe production agent traffic with Plano
Use Plano when an agent application needs an out-of-process data plane for multi-agent routing, model agility, guardrails, traces, and OpenAI-compatible traffic instead of custom glue in every service.
## Prerequisites
Python 3.10+, uv or pip, provider API keys, optional Docker and Docker Compose
## Installation
Requirements and caveats from upstream:
- [](https://github.com/katanemo/plano/actions/workflows/docker-push-main.yml)
Basic usage or getting-started notes:
- Plano and the Plano family of LLMs (like Plano-Orchestrator) are hosted free of charge in the US-central region to give you a great first-run developer experience of Plano. To scale and run in production, you can eith...
- Ready to try Plano? Check out our comprehensive documentation:
- **[Quickstart Guide](https://docs.planoai.dev/get_started/quickstart.html)** - Get up and running in minutes
- Source: https://github.com/katanemo/plano
- Extracted from upstream docs: https://raw.githubusercontent.com/katanemo/plano/HEAD/README.md
## Documentation
- https://docs.planoai.dev/get_started/quickstart.html
## Source
- [Agent Skill Exchange](https://agentskillexchange.com/skills/route-and-observe-production-agent-traffic-with-plano/)
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