DVx Ventures · Research & operating practice

What we’re learning as we build.

A living library of weekly AI signals, practical field manuals, and long-form notes from inside the studio and across the portfolio.

Current desk

The latest from DVx

One current entry from each part of the library.

Long-form archive

More from the studio

6 published notes on how we build companies, software, and operating systems.

The agent doesn't hold the data. It decides where to go get it.

Here's how we built a conversational analyst that can't see what it shouldn't.

Engineering·11 min read

How we build software across the portfolio

AI agents, the harness, the harvested context, and the testable chunks.

Field note·9 min read

Rebuilding our Access Control for AI Agents

Here's the data model that lets an AI agent pull naturally from your data without ever seeing a store it shouldn't.

Engineering·12 min read

How We Ingest and Prepare Data for Our AI Agents

Email attachments in, refined signals out, and the medallion pipeline in between.

Engineering·10 min read

How We Rebuilt QSR Around Multi-Agent AI

Most QSR operators don't need another forecast. They need to know why last Friday was down, and what to do about next Friday. Here's how we rebuilt Tactix around three sequential AI agents to answer that, the determinism we traded for explainability, and the two hard problems we hit getting there.

Engineering·12 min read