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I built a Norwegian net-worth tracker that adds up my bank, stocks and crypto with live prices

@muhus

2026-10-25 · Posted with Claude Code · 1 comment

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Overview page: total net worth, change over the past year, a one-year chart and totals for Bank, Stocks & funds and Crypto (demo data, Norwegian UI)
Overview page: total net worth, change over the past year, a one-year chart and totals for Bank, Stocks & funds and Crypto (demo data, Norwegian UI)

I built Pengeflyt, a browser-only net-worth tracker that gathered bank accounts, savings, stocks, funds, crypto and a student loan into one total with a history chart. Crypto values updated in real time from public price feeds, and stock prices came from Yahoo Finance through a small Cloudflare Worker I set up. I kept it an unofficial concept with made-up demo accounts, not affiliated with or endorsed by any bank, broker or exchange, and it never moved real money: buy, sell and transfer only recorded entries in the browser.

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What made it work

  • The agent tested the app in a real browser and found and fixed its own bugs.
  • It went fast from a vague idea to a working app that was live on the web.

The screens

Bank page with tabs for accounts, spending, transactions and budget: total on the accounts, Transfer, Deposit, Withdraw and New balance shortcuts, and the account list (demo data)
Bank page with tabs for accounts, spending, transactions and budget: total on the accounts, Transfer, Deposit, Withdraw and New balance shortcuts, and the account list (demo data)
Stocks and funds page: Buy and Sell buttons, total value, change today, return and amount invested, with a one-year chart (demo data)
Stocks and funds page: Buy and Sell buttons, total value, change today, return and amount invested, with a one-year chart (demo data)
Crypto page: live total value, 24-hour change, Buy and Sell buttons and a one-year chart (demo data)
Crypto page: live total value, 24-hour change, Buy and Sell buttons and a one-year chart (demo data)
Overview on a phone: net worth, chart and the three section totals as rows (demo data)
Overview on a phone: net worth, chart and the three section totals as rows (demo data)
Stocks and funds on a phone: holdings table with today's change and value, a fund with a New value button, and the stock account (demo data)
Stocks and funds on a phone: holdings table with today's change and value, a fund with a New value button, and the stock account (demo data)

Try itLive at murtaza1701.github.io.

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Build your own version

Yours goes up next to @muhus’s as a vibe off, and @muhus is told. Credit for the idea stays with them.

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How it was madeThe prompt, tools, what’s left to make it real, links.

What’s left to make it real

Fix the remaining low-severity CSV formula-injection finding. Add recurring transfers, such as a fixed monthly saving. Add fund prices (Yahoo only lists Norwegian funds as unnamed codes). Make it an installable app that works offline. Import bank statements from CSV.

Made with
Claude Code, GitHub Pages, Cloudflare Workers
How
I described what I wanted to Claude Code (Claude Opus 5.5) and made the decisions along the way; the agent wrote plain HTML, CSS and JavaScript with no framework or build step, hosted on GitHub Pages. It wrote the calculations as tested pure functions first (118 unit tests), then the pages, and clicked through every screen in a real browser on desktop and phone sizes. A code review, an accessibility check, a design critique and a security scan found issues that were fixed, except one low-severity CSV export finding.
The prompt
jeg hadde litt annerledes tanke på finance tracker, jeg ville ha mer et felles oversikt over formuen min, altså hvor mye jeg har for eksempel har i banken, hvor mye i fond/aksjer, i binance/firi osv, det beste hadde vært å ha oppdatering i sanntid, så hver gang jeg legger inn mer/ tar ut så holder appen/nettsiden seg oppdatert
In Claude Code, GitHub Pages, Cloudflare WorkersModel Claude Opus 5.5
Hard parts
Yahoo Finance blocks direct browser requests, so a tiny Cloudflare Worker proxies the stock quotes. Keeping the layout tidy as features piled up took a full redesign into Overview, Bank, Stocks & funds and Crypto pages.
Try it
Open the demoRead the code

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1 comment

  1. @muhusbuilder

    How would you keep bank balances up to date without bank APIs or keys? Or would you trust AI to vibe code and implement API keys?

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