Hazem Abbas

Hazem Abbas is a physician, AI developer, author here where he writes about open-source healthcare technology, privacy-first AI, and the intersection of medicine and machine learning. Linux-first user

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Hazem Abbas
8 Open-Source Platforms to Add Observability to Your LLM Applications (No Vendor Lock-In)

Artificial Intelligence

8 Open-Source Platforms to Add Observability to Your LLM Applications (No Vendor Lock-In)

As Large Language Models (LLMs) power everything from customer support chatbots to internal coding assistants, reliability, transparency, and performance have become non-negotiable. But unlike traditional software, LLMs are inherently probabilistic—making them prone to hallucinations, latency spikes, and unexpected behavior. That’s where LLM observability comes in. And if you

By Hazem Abbas