AmitNaikRepository/LLM-Observability-Platform

The project is a standard assembly of existing observability tools (OpenTelemetry, Jaeger, Prometheus, Grafana) applied to the LLM domain. With 0 stars and 0 forks over a 6-month period, it lacks any market validation, community traction, or unique intellectual property. It functions more as a personal portfolio piece or a 'how-to' guide for setting up an OTEL stack rather than a defensible product. The LLM observability space is currently a 'red ocean' populated by well-funded incumbents like LangSmith (LangChain), Arize Phoenix, Helicone, and Weights & Biases, as well as enterprise giants like Datadog and New Relic who have already integrated LLM-specific tracing. Furthermore, cloud providers (AWS, Azure) are building native 'LLM Gateway' and monitoring features that make standalone, un-differentiated stacks like this redundant. There is no technical moat here; the code represents a collection of configuration files and standard instrumentation that can be replicated by a senior engineer in a single afternoon.