Blog Series
Agent-Native Infrastructure
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Comparing MCP Storage Architectures: SQLite vs. PostgreSQL vs. Runtime Dynamic Schemas for AI Agents
Local SQLite files, direct PostgreSQL connections, and a remote MCP server backed by dynamic schemas solve agent storage differently. A structural comparison across setup cost, credential scope, audit trails, and multi-agent sharing.
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Why Fixed SQL Schemas Break Autonomous Agents (and Why Runtime Schemas Win)
Building operational backends for autonomous agents exposes a core dilemma: rigid SQL migration pipelines vs. chaotic unstructured JSON. Runtime typed schemas let agents scaffold and evolve backends safely via MCP.