Real lessons from building production AI agents. Not chatbots. Not demos. Agents that actually work.
I've been building AI agents for a while now. Not chatbots. Not RAG demos. Real agents that take actions, make decisions, and run autonomously.
Here's what nobody tells you.
The gap between demo and production
Every AI agent framework shows you a 5-line demo that works perfectly. Then you deploy it, and it fails in ways you didn't imagine.
The reason is simple: a demo is a happy path. Production is a graph of failure states.
AI agents fail in production because they're brittle, unpredictable, and hard to debug. Here's what actually works instead.
Everyone is building AI agents right now. Autonomous systems that reason, plan, and act without...
The demo is impressive. ✅ The demo works in your environment, with your data, with you watching....
AI agents rarely fail because of the model. They fail because the system trusts it too much. A practical guide to the guardrails…
The demo is impressive. ✅ The demo works in your environment, with your data, with you watching....
Demos lie. An AI agent that books a meeting, queries an API, and summarizes the result in a slick...
