Agentic Systems
🤖 Agentic Systems
Welcome to the Agentic Systems series—your guide to understanding and building autonomous AI agents that can reason, plan, and execute complex tasks. Unlike traditional AI systems that simply respond to prompts, agentic systems demonstrate true autonomy through tool use, multi-step reasoning, and adaptive decision-making.
This series demystifies the architecture patterns, capabilities, and design principles behind modern AI agents. Whether you’re exploring single-agent architectures that switch personas or designing multi-agent systems where specialized agents collaborate, you’ll discover the conceptual frameworks and practical patterns that power today’s most sophisticated AI applications.
We’ll explore the spectrum from simple tool-calling agents to complex agentic workflows, examining when to use agentic capabilities versus multi-agent architectures, and how to design systems that balance autonomy with controllability. Expect deep dives into agent memory systems, reasoning patterns, orchestration strategies, and the engineering practices that make agents reliable in production.
Demystifying AI agents, architectures, and autonomous patterns
Posts in this Series
- Agentic AI: Capability vs Architecture - February 10, 2026