A workshop of personal projects
for working in tech.

Try the research bot → Browse jobs
Agents
/lab/research

AI research assistant

Ask a question. The agent searches academic catalogs, reads the most relevant papers, and writes a cited answer.
/lab/orient

Codebase orientation

Drop in a GitHub repo. The agent reads the README and key source files, then writes an orientation: what it is, how it's organised, where to start reading.
/lab/implementations

Paper-to-code finder

Drop in a paper title, DOI, or arXiv id. The agent searches GitHub for implementations and ranks them.
Extensions
/lab/discordkit

DiscordKit Chrome extension

All-in-one Chrome extension for Discord — hide UI, download avatars and emojis, translate selected text, and bulk-export chat history and member lists.
Data
/lab/portfolio

Portfolio tracker

Latest 13F holdings of notable hedge funds, asset managers, and family offices — Berkshire, Renaissance, Pershing Square, Scion, Tiger Global, and more. Pulled directly from SEC EDGAR.
Utilities
/lab/utilities

Small dev utilities

Six small browser-based tools — contrast checker, cron explainer, JSON formatter, JWT decoder, regex visualizer, UUID/ULID generator.
Jobs & career
/jobs

Jobs

Curated tech jobs from top employers like Stripe, Anthropic, and Cloudflare. Filter by field, country, or remote — refreshed daily.
/career

Career

A free job-application toolkit — ATS resume checker, AI cover letter generator, interview question bank, and salary negotiation scripts.
/layoffs

Layoffs tracker

Verified tech layoffs from 2022 to today — every entry has a primary news source, no doom-scrolling.
Reading & reference
/blog

Blog

Long-form writing on tech hiring, AI/ML careers, and engineering career paths.
/news

News

Daily aggregated posts from top engineering blogs — Cloudflare, Stripe, Anthropic, OpenAI, GitHub — and Hacker News.
/tools

Tools

A curated directory of dev tools — AI coding assistants, IDEs, CI/CD, databases, monitoring.
/research

An agent that reads the literature for you.

Type a research question. The bot searches academic catalogs, reads the most relevant papers, and writes a cited answer in plain English.

Try it →
→ How do transformers handle long context?
· Searching: "transformer long context attention"
· Reading: Beltagy et al. (2020) — Longformer
· Reading: Dao et al. (2022) — FlashAttention
Long-context transformers replace dense attention with sparse or linear variants [1, 2]...