Monitoring Kubernetes Clusters with OpenTelemetry Collector: The Agent + Gateway Pattern Explained
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TL;DR: The failure mode nobody talks about until it's happening in production: every pod opens a direct gRPC connection to your Tempo or Loki ingest endpoint, and the backend starts dropping spans not because it's overloaded on CPU, but because it hits its concurrent connection limit. 📖 Reading time: ~23 min What's in this article The Problem: Per-Node Chaos Without a Collection Strategy Architecture Overview: Agent DaemonSet + Gateway Deployment Deploying the Agent: DaemonSet Config That…
1Key Takeaways
- TL;DR: The failure mode nobody talks about until it's happening in production: every pod opens a direct gRPC connection to your Tempo or Loki ingest endpoint, and the backend starts dropping spans not because it's overloaded on CPU, but because it hits its concurrent connection limit.
- 📖 Reading time: ~23 min What's in this article The Problem: Per-Node Chaos Without a Collection Strategy Architecture Overview: Agent DaemonSet + Gateway Deployment Deploying the Agent: DaemonSet Config That….
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that tL;DR: The failure mode nobody talks about until it's happening in production: every pod opens a direct gRPC connection to your Tempo or Loki ingest endpoint, and the backend starts dropping spans not because it's overloaded on CPU, but because it hits its concurrent connection limit.
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