Starseer Blog

Insights on AI observability, runtime assurance, and responsible deployment.

Building an Audit Trail for AI Decisions That Actually Holds Up
November 10, 2025
Building an Audit Trail for AI Decisions That Actually Holds Up

When regulators ask for evidence that your AI behaved appropriately, "we have logs" is not enough. Here's what an audit trail needs to contain.

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Monitoring AI Agents on Kubernetes: Lessons from Production
October 25, 2025
Monitoring AI Agents on Kubernetes: Lessons from Production

Running AI agents on Kubernetes adds a layer of operational complexity that traditional pod monitoring wasn't designed for. Here's what we learned.

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The MLOps Observability Gap: Why Traditional APM Tools Fall Short for AI
October 7, 2025
The MLOps Observability Gap: Why Traditional APM Tools Fall Short for AI

APM tools track latency, errors, and throughput. AI systems need something fundamentally different. Here's the gap no one was talking about — until now.

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