Know what your sounds like.
Lindr provides real-time instrumentation for your production LLMs. Detect personality drift, monitor brand voice, and set behavioral guardrails with a single-line integration.
Transparent Proxy
Deploy as a high-performance proxy between your app and any LLM provider. Zero-latency analysis via distributed workers.
Personality Guardrails
Define target behavior profiles. Automatically flag responses that sound robotic, overly aggressive, or out of character.
Drift Analytics
Track how your model's perceived personality shifts across different prompt versions, fine-tunes, or temperature settings.
Engineered for Reliability
Lindr isn't just a dashboard. It's an observability protocol for LLM workflows.
Instrument
Route requests through the Lindr Gateway.
Extract
Our engine parses lexical and syntactic signals.
Analyze
Calculate personality dimensions in real-time.
Alert
Trigger webhooks on behavioral drift.
Built for Teams Who Ship
Whether you're tuning Llama, Mistral, or GPT—if you care about how your model sounds, Lindr is for you.
Brand Voice Consistency
You fine-tuned Llama to sound like your brand. But did it work? Lindr shows you exactly how personality shifted.
Customer Service Tone
Training a support bot to be more patient and less robotic? Measure Agreeableness, Neuroticism, and Resilience before deployment.
Regression Testing
Your new checkpoint fixed one dimension but broke another. Lindr's multi-dimensional analysis catches trade-offs instantly.
Why Lindr?
Most eval platforms measure if your model is correct. We measure if it sounds right.