kalibr-ai/kalibr-sdk-python
Your agents silently degrade in production. Kalibr keeps them on the optimal path — scoring every call, learning what works, routing automatically.
This project helps operations teams and product managers ensure their AI agents are performing optimally without overspending. It takes your existing AI agent workflows and automatically routes requests to the most cost-effective language models or tools that can successfully complete the task. The output is a more efficient and reliable AI agent system that adapts to changing conditions, ideal for anyone managing production AI applications.
Use this if you manage AI agents in production and want to reduce operational costs and improve reliability without constant manual tuning.
Not ideal if you are developing AI agents for local, one-off tasks where cost and continuous adaptation are not primary concerns.
Stars
24
Forks
2
Language
Python
License
Apache-2.0
Category
Last pushed
Mar 13, 2026
Commits (30d)
0
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