The Babysitter
Detect when your LLM loops, drifts, or hallucinates. Automatic context health monitoring.
The problem
Long AI conversations degrade. The AI starts repeating itself, forgetting context, or drifting off topic.
How it works
Feed conversation history
Pass your message log to beacon tools
Health analysis
Entropy scoring detects loops, drift, and degradation
Take action
Compress, refocus, or restart based on diagnostics