AI Infrastructure
AI Agent Infrastructure: Managed vs. Self-Hosted
Managed platforms or self-hosted stacks? We map the real tradeoffs in AI agent infrastructure, what fails in production, and how to pick the right path.
AI Infrastructure
AI Infrastructure
MCP in Production: What the Spec Doesn't Tell You
Is MCP actually upgrading your agent architecture? New research on 116 servers reveals hard truths about wrappers, surface area, and what you're really deploying.
AI Infrastructure
Anthropic Blocks Claude on LangGraph Agents
Why did Anthropic block Claude access through OpenClaw? The real issue isn't latency claims—it's platform trust boundaries and what they mean for your agent stack.
AI Infrastructure
MCP Architecture: What Most Teams Get Wrong
Still treating MCP as a convenience layer? Learn why its three core primitives, transport choices, and trust boundaries matter more than most teams realize.
AI Infrastructure
Local AI Stack: Ollama, Apple Silicon & OpenClaw
Is a fully local AI stack ready for production? Ollama, Apple Silicon, and OpenClaw are converging fast. Here's what the architecture really looks like.