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Architecture
3 articles in Architecture.
•8 min read
Every Service Is Going to Need an MCP Layer
REST APIs were designed for humans calling services through UIs. AI agents are not humans. What breaks when you expose your existing APIs to agents, and what the right architecture looks like.
EngineeringRead more →
·8 min read
The Self-Healing Stack: What AI-Native Infrastructure Actually Means
The AI Cloud vision, where infrastructure monitors, optimizes, and repairs itself, is compelling. Some of it exists today. Most doesn't yet. What self-healing infrastructure looks like in practice, and what engineers should be doing to prepare.
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·8 min read
Building a GenAI Platform That Doesn't Collapse Under Its Own Weight
GenAI platforms don't fail because the models are bad. They fail because teams build everything at once. A practitioner's guide to layered architecture, from the minimal production-ready core to healthcare-grade guardrails.
EngineeringRead more →