Projects

Cursor for Product Managers

Kasava connects engineering teams' GitHub repos to a multi-stage indexing pipeline (10–30 files/sec into Postgres + pgvector), a multi-agent system that orchestrates Anthropic Claude, Google Gemini, and Voyage embeddings for code analysis, two-way sync with 15+ task platforms, and a Chrome extension that captures bug context — video, console, network, DOM — and drafts a root-cause writeup before filing the GitHub issue.

Goodreads for television.

Monroe is a TV-show platform with intelligent recommendations and an AI companion that remembers your viewing history. Built across web (Next.js 16), mobile (React Native + Expo), and desktop (Electron), all on a shared Hono API on Cloudflare Workers. A scraping pipeline pulls from 20+ entertainment outlets and uses gpt-4o-mini to classify article types and extract show references.

Job search and evaluation agent.

Jobflow evaluates job descriptions against your profile, generates tailored CVs, drafts outreach for LinkedIn and email, and ranks warm intros from your network. A Mastra-orchestrated multi-agent system runs evaluation workflows with bounded concurrency and only commits to a polished PDF for the matches it scores highly.

Demo-mode SDK for SaaS apps.

Demokit turns a real product UI into an interactive demo with about ten lines of code — a framework-agnostic fetch and XHR interceptor with pattern-based URL matching and AI-generated fixtures from OpenAPI specs or Drizzle schemas. Originally extracted from Kasava's demo mode; now a TypeScript monorepo of an open-source core, framework adapters, and a hosted cloud dashboard.

Open-data community for Apache Airflow.

Built and ran the open-source community of plugins around Apache Airflow during the early days of Astronomer. Garnered code contributions from engineers in the US, Germany, Ireland, Israel, South Korea, and Taiwan.