Articles

Notes from the builds.

What we've learned shipping AI agents and AI property agents in production.

All (15)AI Trends (5)AI Agents (5)Property AI (5)

What is an AI agent, actually?

Not a chatbot. Not a script. Here's the working definition we build against.

AI Agents4 min read

AI agents vs. traditional automation: when each one wins

Zapier and n8n aren't obsolete. They're just answering a different question than an agent does.

AI Agents5 min read

What it actually costs to run an AI agent in production

Model tokens are the smallest line item. Here's where the real cost goes.

AI Agents5 min read

Human-in-the-loop isn't a fallback — it's a design decision

The best agent systems know exactly which decisions they're not allowed to make alone.

AI Agents4 min read

How we pick which LLM powers a given agent

We route to 10+ models. Here's the actual decision process, not a marketing list.

AI Agents5 min read