The Bible of Agentic AI Systems by Stefanos Drakos (PDF)(Nonficti...
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The Bible of Agentic AI Systems by Stefanos Drakos (PDF)(Nonfiction)
Author: Stefanos Drakos
Full Title: The Bible of Agentic AI Systems: Building Intelligent Agents with Python
Release Year: 2026
Page Count: 508 Pages
Genres: Nonfiction, Artificial Intelligence, Python Programming, Software Development
This book is a practical, hands-on guide for Python developers aiming to build real autonomous agents using leading frameworks like the OpenAI Agents SDK and the Claude Agent SDK. Instead of theoretical examples, readers will construct a complete agentic system from the ground up, capable of perceiving, reasoning, utilizing tools, and orchestrating other agents. The guide covers setting up an async Python environment, designing custom tools, orchestrating multi-agent systems with handoffs, and integrating persistent memory using SQLite and vector embeddings. It also delves into implementing guardrails, safety policies, cost limits, and prompt-injection defenses. The book details streaming responses over Server-Sent Events for responsive UIs and running agents autonomously in the background with schedulers. Each chapter provides working code, culminating in a final project: a self-evolving assistant with memory, skills, sub-agents, and Model Context Protocol (MCP) integration. This architecture mirrors that used by modern agentic products in the industry.