Systems | Development | Analytics | API | Testing

When Everyone Builds Everything, the Moat Moves to the Data Layer

Copying a PropTech feature set used to take real time and money. It doesn’t anymore, and that changes what makes a product defensible. Property management systems and point solutions are converging on the same capabilities, and the overlap between EliseAI and Funnel earlier this year showed how quickly two platforms in separate lanes can end up competing head-on.

Your Multi-Agent System Is Only as Reliable as Its Context Layer

You've mapped the architecture. You know your agents need to retrieve context from external tools, coordinate with other agents, and propagate mutations through your systems. The model logic is solid. What you haven't fully solved is what sits between those agents and everything they're trying to reach. That's the gap Kong was built to close. Multi-agent workflows live and die on context.

What's New in DreamFactory 7.7 | Agents, API Builder, Schema Contracts

DreamFactory 7.7 is out. Agents have owners. API Builder is new. Schema Contracts lock the shape. The admin console is new. Four things that shipped: Agent governance. Every agent has a human owner, a role, and a key that expires in four hours. Deactivate the owner and the agent stops. API Builder. Design the endpoint the app actually wants. Custom paths, shaped responses, on services you already have. Open source, in every edition.

Build Custom, AI-Ready API Endpoints Without Writing Backend Code

Auto-generated APIs changed how fast teams ship. Point DreamFactory at a database and you get a complete REST API in seconds: every table, full CRUD, live documentation, role-based security. For thousands of teams, that is the whole job. But auto-generated APIs mirror your schema. Your applications, and increasingly your AI agents, want something more deliberate: clean paths, shaped responses, and endpoints that match how the consumer thinks rather than how the database is laid out.

Government API Use Case: How to quickly connect your application with Data.

Getting data out of source systems and into the applications that need it is usually slow, custom, and hard to secure. Today I'll show you how DreamFactory solves that as a secure data gateway. This demo today is based on a government healthcare use case.

BigQuery to REST API in 2 Minutes | DreamFactory

Turn a Google BigQuery project into a secured REST API without putting the warehouse credential in your app. DreamFactory stores the service account. Your app calls a URL with an API key. Role-based access control decides what that key can see. Docs are generated from the live spec, so fields and filters become query parameters you can ship. In this walkthrough.

Where AI Delivers Real ROI in Brokerage and Listing Platforms

Two AI features can cost the same to build and land on opposite sides of the P&L. Add a chatbot to a listing page, and you get a support-deflection number that plateaus in a quarter. Rework search ranking so a buyer who types “quiet street, near a school, room for an office” gets the right ten homes instead of 400 filtered results, and you move search-to-contact conversion, which sits at the top of every revenue metric downstream.