Case study — Microforge

Microforge

Built an agentic platform that helps VCs discover high-potential open source projects before they become startups. Used by a16z, Sequoia, Elevation, and Accel. The system runs a fully autonomous pipeline: ingests raw GitHub data, filters for signal, then deploys AI agents to research and score each project.

Client

Microforge

Sector

AI Agents · Python · Claude 3.5 Sonnet · Agentic Search · Product Management

Microforge: AI-Powered Deal Sourcing for Top-Tier VCs

Microforge: AI-Powered Deal Sourcing for Top-Tier VCs

Find the next great startup before it's a startup.

Introduction

Microforge is an agentic platform that helps venture capitalists discover high-potential open-source projects before they turn into companies. It runs a fully autonomous pipeline — ingesting raw GitHub data, filtering for signal, then deploying AI agents to research and score each project on the dimensions VCs actually care about. The result: a continuously refreshed shortlist of founders worth meeting, surfaced early.

Demo

Traction

Used by a16z, Sequoia, Elevation, and Accel to source deals from the open-source ecosystem.

How it works

  • Ingest — pulls raw GitHub activity across the open-source landscape.
  • Filter — separates noise from genuine early signal.
  • Research — AI agents dig into each candidate autonomously.
  • Score — every project is ranked so investors focus on the highest-potential opportunities first.

Tech Stack

AI Agents · Python · Claude 3.5 Sonnet · Agentic Search · Product Management

Where is the same work happening in your business?

The assessment finds it, prices the fix, and tells you what it returns. Two to four weeks, fixed fee, quoted on the call. You keep everything it produces.