Monitoring and Observability for Self-Hosted Agent Systems
Data residency and quality monitoring drive self-hosted observability adoption.
Lucia Devi
Section
6 stories in Self-Hosted AI Infrastructure.
Data residency and quality monitoring drive self-hosted observability adoption.
Agent adoption boosts productivity but breaks review processes designed for human-scale code.
Organizations deploying agents often can't explain where their sensitive data actually goes.
Kubernetes wasn't built for AI agents—here's how to deploy them anyway.
Cloud costs explode with agentic workloads; self-hosting breaks even at scale.
Identify the models and infrastructure you need to run coding agents on your own hardware.