Data, Analytics & Observability

Data is only useful when it moves — from the events your product emits, through pipelines that clean and join them, into dashboards and revenue models that tell you what to do next. This collection gathers the analytics, observability, and data-integration tools that make that loop legible, whether you're watching a Kubernetes cluster, a growth funnel, or a SaaS P&L.

We prioritized tools that either own a category (Grafana for observability, Amplitude for product analytics, Stripe for revenue infrastructure) or remove real friction from the data stack (Airbyte for pipelines, Segment for collection, Metabase for self-serve BI). Langfuse and PostHog earn spots for extending observability into LLM apps and product experimentation respectively. ChartMogul and Hex round out the revenue and exploration layers.