In Adventure 03: The AI Observatory, you are stationed at Perimeter Alpha, a remote research outpost where the central AI, HubSystem, is behaving strangely. Bandwidth usage is spiking, and nobody knows why.
Your mission? Instrument the AI, trace its thoughts, and solve the mystery.
Beginner: Calibrating the Lens
In this level, you will learn how to bring visibility to a “black box” AI application.
What You’ll Learn:
- AI Observability: How to instrument Python LLM apps with OpenLLMetry.
- Tracing: How to send traces to an OpenTelemetry Collector.
- Root Cause Analysis: How to use Jaeger to inspect prompts, token usage, and model responses to find hidden issues.
The Tech Stack:
- Python & Ollama (Local LLM)
- OpenTelemetry & OpenLLMetry
- Jaeger
- Kubernetes (pre-provisioned)
New Verification System: We’ve streamlined the process! You can now verify your solution directly inside your Codespace and generate a Certificate of Completion instantly. No more waiting for CI pipelines!
Ready to Start?
Good luck, researcher. The station is counting on you. 
Credits: The characters of this adventure are borrowed from the fantastic Murderbot Diaries series by Martha Wells! 
Instrument & Debug a RAG Pipeline: Adventure 03 | Intermediate is Live!
Reduce Telemetry Noise: Adventure 03 | Expert is Live!