Why teams switch
A lot of teams want observability without sending operational data into another hosted vendor surface. Foxhound is built for that requirement: self-hosted deployment and tooling focused on how agent systems behave in production.
Keep data residency simple
Self-hosting gives teams more control over traces, replay data, audit workflows, and infrastructure boundaries.
Retain deep debugging workflows
Infrastructure control does not need to mean bare-bones visibility. Foxhound combines self-hosting with replay, run diff, and production-focused trace analysis.
Fit internal security posture
Foxhound fits teams that care about infrastructure control, auditability, and avoiding unnecessary vendor lock-in.
Frequently asked questions
Why choose self-hosted LLM observability?
Usually because the team wants stronger control over data, infrastructure, reviewability, and vendor dependency as AI systems become core to the product.
Does self-hosting mean weaker observability?
It should not. The goal is to keep deep debugging and operational visibility while retaining infrastructure ownership.
Who is this best for?
Teams running business-critical agent systems, regulated workloads, or security-sensitive deployments often care most about this model.