GitProduct

The builder network for founders

GrowthDeveloper Tools

Where startup founders find the right builders. AI-ranked opportunity matching, token-budgeted goals, and a contributor reliability graph for solo and early-stage founders.

0 builders0 likesCreated Apr 23, 2026

PPrasanna Vinjamuri

Help every startup founder find the right builder on the first try.

EngineeringSteady — flexible pace

What you'll learn

Production recommender systems, evaluation without ground truth, LLM-assisted feature extraction, and product intuition for a two-sided marketplace.

Build the AI ranking engine that matches contributors to opportunities. Embeddings, skill graphs, reliability features, cold-start handling — you'll ship the recommendation layer that founders actually trust.

Who you'll work with

Ship into a product used by real founders and student builders. Your ranking changes which careers get made.

TokensFounder referencePortfolio piece

Helpful:Python or TypeScript

Lower the bar for founders to post great work.

EngineeringSteady — flexible pace

What you'll learn

How to design authoring agents that make humans better — not replace them. Plus evals, prompt iteration, and shipping into a live product.

Build the AI agents that help founders turn a rough idea into a well-scoped Opportunity, Goal, and Task tree — with realistic budgets and skill requirements. This is the content-quality lever for the whole platform.

Who you'll work with

Directly collaborate with the GitProduct founder. Every improvement lifts every founder on the platform.

TokensFounder referencePortfolio piece

Helpful:LLM agentsNext.jsPromptingUX writingEvals