Agent Harness Engineering Platform

The AI Agents Incubation Platform
For testing and conversation simulation.

Evaluate, score, and optimize your agents with expert guidance on the path to production.

Simulate Conversations•Measure Performance•Track Improvements

Build once. Query anywhere.

FumaDB unifies access to different databases & ORMs with a single, elegant interface managed with a single schema.

ORM & Database Agnostic

Integrates with multiple ORMs and databases, without worrying about inconsistencies.

Unified Query API

One set of methods to query, mutate, transact regardless of the underlying database or storage.

Unified Schema API

A simple API for version control & schema definition, backward compatible by default without ambiguity.

Pluggable Adapters

Bring your own adapters, or use our maintained adapters for Kysely, Drizzle ORM, Kysely ORM and more.

Built-in Database Migrator

Your library queries in a controlled environment identical to schema, without chaos.

Safe by Default

Type-safe interfaces, schema-aware operations, and robust runtime checks to prevent foot-guns.

Implement FumaDB in minutes. Migrate slowly, or switch drivers instantly.