The Modern AI Agent Stack: From Planning to Human-in-the-Loop
goyalshaliniuk · x · 2026-07-29
Outlines the complete tech stack for modern production-grade AI agents, noting that the most advanced systems utilize hybrid architectures rather than a single pattern.
A comprehensive modern agent workflow includes:
- Planning Layer: Handles task breakdown and decision routing.
- Memory & Context Retrieval: Manages short-term and long-term states.
- Tool Selection & Multi-Agent Collaboration: Invokes external capabilities and delegates subtasks.
- Execution & Reflection Loop: Executes actions and self-verifies/refines outputs.
- Human Approval: Integrates human-in-the-loop checkpoints for critical steps.
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