series

6 articles in this category

aiagentspython

AI Agents from Scratch Part 6: Complete Agent & Best Practices (Research Report Generator)

The finale! Run your complete Research Report Generator, learn best practices, explore advanced memory strategies, and discover how to extend your agent with new capabilities.

Mar 29, 2026

aiagentspython

AI Agents from Scratch Part 5: The Agent Core & Loop (Research Report Generator)

Build the brain of your AI agent! Implement the ReAct loop, system prompts, tool execution, and phase handlers that orchestrate the entire research workflow.

Mar 17, 2026

aiagentspython

AI Agents from Scratch Part 4: Human-in-the-Loop Validation (Research Report Generator)

Keep humans in control of AI agents. Build checkpoints for plan approval, source selection, fact verification, and draft review—so agents stay helpful without going rogue.

Mar 8, 2026

aiagentspython

AI Agents from Scratch Part 3: State Management & Memory (Research Report Generator)

Give your AI agent a memory! Learn short-term vs long-term memory, prevent context overflow, and enable agents to resume interrupted work.

Feb 28, 2026

aiagentspython

AI Agents from Scratch Part 2: Building the Tool System (Research Report Generator)

Give your AI agent superpowers! Build a clean tool system with web search, content extraction, and file operations—the foundation that lets agents interact with the real world.

Feb 15, 2026

aiagentspython

AI Agents from Scratch Part 1: Understanding the ReAct Pattern (Research Report Generator)

Start your journey building AI agents without frameworks. Learn the foundational ReAct pattern that powers modern agents—with a hands-on Research Report Generator example.

Jan 28, 2026