Articles Tagged: #kubernetes
Showing 4 verified technical articles tagged with #kubernetes.
MCP vs A2A: What DevOps Engineers Need to Know About AI Agent Infrastructure
A technical breakdown of Model Context Protocol (MCP) and Agent-to-Agent (A2A) architectures for DevOps and cloud engineers, comparing tool integration with multi-agent orchestration.
Platform Engineering in 2026: Why Internal Developer Platforms Need to Support AI Agents
How platform engineering is evolving as AI agents become direct consumers of infrastructure, requiring machine-readable APIs, policy-as-code, and automated Golden Paths.
Kubernetes vs Docker: What Should You Use for Modern Application Deployment?
A practical architectural comparison between Docker and Kubernetes: containerization vs orchestration, Docker Compose simplicity, scaling realities, and operational overhead.
Running AI Workloads on Kubernetes: Architecture, Challenges and Cost Optimization
A production infrastructure guide for deploying AI and LLM workloads on Kubernetes: GPU scheduling, memory bottlenecks, cold-start mitigation, and FinOps cost controls.
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