How GPU Platform Operations Changed My View of Kubernetes
Why GPU platform operations make Kubernetes a junction of resource allocation, policy, observability, user experience, and operator judgment.
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A Real Run:AI RCA Investigation: CrashLoopBackOff to Evidence Trail
A real re-analysis of a resolved CrashLoopBackOff incident, including missing evidence, collector failures, and operator review.
Read →Run:AI RCA Architecture: Three Services and Seven Evidence Agents
How a Go backend, FastAPI agent, React frontend, and seven read-only collectors form a reviewable GPU-platform investigation system.
Read →Vendor Support RCA Copilot: Turn Support Cases into Investigable Evidence
A prototype that connects scattered vendor support cases and technical documents to an operator-verifiable RCA workflow.
Read →Open Source Summit North America 2026: Rethinking KubeRCA Through an English Talk
What became clearer—and what still needs work—when explaining KubeRCA's ReAct investigation and read-only guardrails to a global audience.
Read →Starting This Tech Blog
A short note on what Brilly will cover: open source, talks, engineering lessons, and useful traces from the work.
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