The one-man band: rebuilding Vouchernaut in 22 days
How I rebuilt Vouchernaut, the UK voucher site I started in 2016, as fifteen live products in 22 days, doing the product, design, engineering and operations myself while AI agents did the typing.
Notes from the work
Project accounts and practical notes.
Writing about client projects, product development and growth. The articles include project accounts, technical guides and notes on working with agents.
Featured article
The one-man band: rebuilding Vouchernaut in 22 days
How I rebuilt Vouchernaut, the UK voucher site I started in 2016, as fifteen live products in 22 days, doing the product, design, engineering and operations myself while AI agents did the typing.
12 articles
The gates are open: a Marathon fan project in three days
How I built Tau Ceti IV, a three.js map explorer for Bungie's Marathon with a Suno soundtrack, in three days with Claude Code, and why taste can lead a project now, not just technical ability.
Benson is back: ten days from an empty repository to a relaunch
How I rebuilt Benson, the coupon-extension blocker I first launched in 2022, as a full SaaS platform with a team of AI agents: 44 specs, 836 commits and a launch campaign in under a fortnight.
From a napkin sketch to a year of full tables
How I took Dinners With Friends from a napkin sketch to a booking business, then built the payments, operations and search programme behind it.
Three research tools my agents replaced in 45 minutes
Researching 162 companies with Claude Code agents: a swipe tool instead of listing-site filters, an A to F reputation score instead of Glassdoor, and a fifty-line Puppeteer service instead of a screenshot API.
The founder's guide to reviewing vibe-coded apps
How to audit, secure and ship an AI-generated codebase: the five-minute Supabase check, what a proper review covers, who to hire and how long it takes.
definitely-not-a-robot: making Puppeteer move like a person
An open-source Puppeteer wrapper that adds curved mouse paths, uneven typing and idle jitter, so legitimate automation stops looking like a bot.
GrowthRunner: an analytics audit in minutes, not hours
A custom Chrome DevTools extension cut GrowthRunner's analytics auditing time by 90%, taking each specialist from one audit a day to ten.
Indy AI: finding freelance work in the feeds people already read
How a Chrome extension built for Contra turned more than 35,000 users' own LinkedIn and X sessions into a discovery network that found more than 5 million opportunities.
From Lovable to production: a post-mortem
What really happens when you take a Lovable prototype to production: three months, over a thousand users and the hard lessons learned along the way.
A storybook for automation: how I set agents up inside a team
How I set agents and automations up inside a team: a catalogue of small reusable building blocks, the four levels of working with automation and how to measure whether it pays.
How we ate thousands of hours of YouTube with Trigger.dev
A one-week proof of concept that watches YouTube for a learning platform's content team: Trigger.dev queues, structured AI analysis and a 200x faster research loop.