BlogEngineering
Aymeric Zhuo1 min read
Create your own AI agent: step-by-step guide for 2025
Create your own AI agent from scratch with this practical guide covering architecture, tool integration, deployment, and production best practices.
Aymeric Zhuo1 min read
An AI agent isn't a chatbot with a better prompt. It's a system that observes, reasons, and acts. According to LangChain's 2024 State of AI Agents report, 51% of companies building AI agents cited "connecting to external tools" as their biggest challenge.
This guide walks through creating your own AI agent, then shows how CodeWords collapses the infrastructure steps.
TL;DR
- An AI agent = LLM reasoning + tool access + execution loop + memory.
- The fastest path: describe it to Cody on CodeWords.
- Unlike generic AI automation posts, this guide shows real CodeWords workflows.
See integrations and templates.