Skip to content

arvindrk/ycagent.ai

Repository files navigation

YC Company Discovery & Research Platform

A candidate-focused discovery and research platform for the Y Combinator ecosystem.

Status: Active development · Core features implemented · Research agent operational

What It Does

  • Explore the YC company directory (5,600+ companies) with rich filtering
  • Search naturally ("W24 B2B infra startups, small team, remote")
  • Research any company on-demand via an autonomous agent that crawls public sources and returns evidence-backed dossiers on product positioning, team/founder signals, hiring activity, funding, and market presence — with full source traceability and freshness timestamps

Research Agent

The agent runs as a background Trigger.dev task. It spins up an E2B Desktop sandbox with a persistent Chromium browser, then executes a multi-stage loop: search → crawl → analyze → extract → synthesize. All events stream to the frontend in real-time, including a live VNC view of the browser. Runs are budget-bounded (time, pages, domains) with diminishing-returns stopping rules and are cancellable at any time.

Tech Stack

Layer Stack
Database Neon Postgres + pgvector (hybrid semantic/lexical search)
Jobs Trigger.dev v4 + E2B Desktop sandbox
AI Anthropic Claude (primary), Gemini, OpenAI
Web Research Serper, Playwright, Firecrawl
UI Next.js, Linear-inspired design system

Getting Started

Prerequisites: Bun 1.3.4+, Neon Postgres w/ pgvector, Trigger.dev account, API keys for E2B / Anthropic / Gemini / OpenAI / Firecrawl / Serper

bun install
cp env.example .env.local   # fill in API keys + DB URL
bun run db:migrate
bun run dev
# In separate terminal:
bunx trigger.dev@latest dev

Open http://localhost:3000

Scripts

bun run dev / build / lint
bun run db:migrate / db:ingest-yc
bunx trigger.dev@latest dev / deploy

Built with ❤️ for the YC community

About

Autonomous Deep-research agent and discovery platform for the Y Combinator ecosystem, turning public YC data into structured company intelligence.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors

Languages