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), desktop (Electron), and a browser extension (Chrome, Firefox, Safari), 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.

Inrole 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.

Record your app for a coding agent.

Sightline is a VS Code extension that spawns a controlled Playwright Chromium against your localhost app and records a narrated walkthrough into a bundle a coding agent reads later: a click-and-route timeline, a voice transcript, screenshots, and component refs. The refs are the point. Every React component you touch resolves to its exact src/file.tsx:line and gets fused onto the speech-and-event timeline, so the agent opens the right file instead of guessing.

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.