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.
Tags
DevOps
5 posts
AI Coding Agents Leaked 29 Million Secrets
According to the GitGuardian 2026 report, repositories using AI coding tools leak secrets at twice the GitHub average. Over 24,000 credentials were exposed in MCP config files alone.
Fixing OpenClaw Dev Update Error: unknown command 'doctor'
How to fix the error: unknown command 'doctor' error when running openclaw update on the dev version. A step-by-step troubleshooting guide with 3 approaches tried.
Self-Healing AI Systems: Agents That Fix Their Own Bugs
Complete guide to Self-Healing Systems deployed by GitHub, Google, and Netflix. Full implementation from error detection to automatic patching with LangGraph
AI Agent Collaboration Patterns
Orchestrate Architecture, Coding, Testing, Security, and DevOps agents to build production-grade applications