The AI Agent Layer: Architecture, Implementation, and the Future of Intelligent Enterprise Systems

Memory gives an AI agent continuity, not judgment. Planning, tool use, and reflection are what actually let an agent touch a real business process — and most enterprise teams get at least one of them wrong. Part 2 of the AI Agent Layer series breaks down what reliable planning patterns, safe tool contracts, and structured reflection look like in practice, with PostgreSQL throughout.