MCP Server Kubernetes Deployment — Surviving the 52% Death Rate
April 2026: 52% of production MCP endpoints are failing. Step-by-step checklist: Kubernetes config, Streamable HTTP migration, health checks, and OAuth 2.1.
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production
4 posts
Dapr Agents v1.0 GA — How to Make AI Agents Survive in Kubernetes
Analyzing Dapr Agents v1.0 announced at KubeCon Europe 2026 — its durable workflows, automatic recovery, and scale-to-zero — and how it differs from existing agent frameworks.
9 Design Principles for Production-Grade AI Agent Deployment
Solve the core challenges of deploying AI agents to production in 2026 with 9 battle-tested design principles from arXiv research, presented from an Engineering Manager perspective.
AI Agent Observability in Production
A practical guide for Engineering Managers on monitoring multi-agent LLM systems in production. Covers distributed tracing, metrics, logging, OpenTelemetry, and a comparison of Langfuse, LangSmith, and Braintrust.