The ladder/Level 3
3
CODE BEGINS

Builder

You write code with AI — as an investor who ships. You own a real internal tool that didn't exist before you.

01 — Modules
1Learn

Claude Code fundamentals

Terminal without fear. Project setup. The build loop: describe → generate → run → fix. Git basics (save points, undo). Reading enough code to steer.

2Apply

Data pipelines

Pulling from an API (Crunchbase, Companies House, job boards). Cleaning and enriching with AI. Storing (CSV → SQLite → Sheets). Running on a schedule.

3Extend

Internal apps

A real dashboard (Streamlit or a simple web app). Deploying so it has a URL. Iterating based on your own use.

02 — Tool belt
  • Claude Code
  • Terminal
  • Git / GitHub
  • One API of choice
  • Streamlit / Vercel
  • SQLite or Sheets as store
03 — Say it out loud

Terms you should be able to explain to a colleague.

  • API
  • repository / commit
  • script vs. app
  • deployment
  • why 'it works on my machine' is a thing
04 — VC playbook
  1. 01Portfolio monitoring dashboard: KPIs, news mentions, hiring signals per company
  2. 02Sourcing pipeline: pull startups from an API by filter, enrich, rank, export
  3. 03LP report data-pack generator: numbers in → formatted tables & charts out
  4. 04Fund model sanity-checker or cap-table explorer
Checkpoint challenge

Built & Owned

Ship one working tool (dashboard or pipeline) that you've used for two consecutive weeks for real work. It must survive one change request you implement yourself.

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