attribution

8 posts
Doug Silkstone

The one-man band

On 20 September 2026, the Vouchernaut repository was an empty starter. Twenty-two days later, on 12 October, vouchernaut.com had fifteen live products on it, from checked codes for 995 UK shops to a platform for brands with its own Shopify app. Behind them were 772 commits and about 530,000 lines of code, 145,000 of them tests.

I did every job myself: product, design, engineering, operations and selling. Agents did most of the typing while I wrote the specs, made the calls and checked the work. This is how that went, and why I came back to a site I started ten Black Fridays ago. There's a longer version too, with every feature and decision in it: the 40-page case study as a PDF.

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vouchernaut.comThe case study (PDF)
#typescript#nextjs#hono#postgres#llms#architecture#zerotoone#designsystems#attribution#ecommerce#growth
The Vouchernaut homepage on 26 November 2020: dark plum, a search box for UK stores and the astronaut mascot with a pink V on his chest
Vouchernaut on Black Friday eve 2020, from the Internet Archive. The astronaut with the pink V is the one who became Vinny.
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Doug Silkstone

Benson is back

On 24 September 2026, the Benson repository was an empty Turborepo starter. Ten days later, on 4 October, I relaunched Benson at trybenson.com with a Shopify app, a WooCommerce plugin, a dashboard, a marketing site, a press release and a series of explainer films behind it. By the end of the second week, the repository held 836 commits, 44 product specs and about 655,000 lines of TypeScript, with 785 test files among them.

The original roadmap for the same scope estimated 14 to 18 weeks. I built it with a team of AI agents doing most of the typing while I did the deciding.

Benson is still a work in progress. It's also the piece of work I'm proudest of, because it's the first time I haven't had to cut an idea down to fit the hours I had.

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trybenson.com
#typescript#nextjs#hono#postgres#llms#architecture#zerotoone#attribution#ecommerce#growth
The Benson dashboard overview in a demo store, showing protected value, live controls and insights
The Benson overview in a demo store with sample data. It shows what's protected, which controls are live and the next step in the recommended playbook.
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Doug Silkstone

From a napkin sketch to a year of full tables

In November 2024, Dinners With Friends was a revived idea and a napkin sketch. By the start of September 2026, it had welcomed more than 500 guests across 50 dinners. Dates were routinely selling out six to eight weeks ahead, and nearly all of the remaining 2026 calendar was booked.

Pamela Silkstone first ran the concept twenty years earlier: put people who have never met around one table, give them a host, and make the first conversation easier. I took the relaunch from idea to first version, first paying customers and a business with more demand than seats. Along the way I built the brand, website, booking system, internal tools, mobile app and the search programme that now brings new people in.

The search programme delivered 5,530 Google clicks in June–August 2026, up 66.1% on the previous three months, alongside 381,345 search impressions. Building and maintaining a library of local guides gave the business a way to be discovered by people looking for food, activities and places to meet across Exeter and Devon.

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dinnerswithfriends.co.uk
#typescript#react#reactnative#expo#nextjs#hono#postgres#railway#stripe#seo#ai#lifecycle#attribution#growth
Dinners With Friends homepage showing the event-discovery and booking experience
The live product joins discovery, social proof, availability and booking in one path.
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Doug Silkstone

Hogsend

Lifecycle messaging for software teams

Founder & CTO · Built the product, journey engine and cloud platform

View Hogsend project

Hogsend lets software teams automate onboarding, customer messaging and retention in TypeScript rather than a visual workflow builder. The founder and CTO role covered the whole product: strategy, design, the journey engine, developer tools, cloud infrastructure and launch.

  • Built lifecycle marketing as code, with journeys reviewed in pull requests and tested before release.
  • Shipped the TypeScript development kit, journey engine, automated tests, Studio, command-line tools and MCP tools.
  • Built journeys that survive restarts, provider failures and releases while running for days or weeks.

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hogsend.com
#typescript#react#nextjs#nodejs#postgres#hatchet#lifecycle#attribution#docker#railway
Doug Silkstone•GrowthRunner

GrowthRunner

Analytics auditing in Chrome DevTools

Design & engineering · Built the extension and audit workflow

View GrowthRunner project

GrowthRunner is an analytics agency whose specialists check whether client websites record customer activity correctly. The engagement covered designing and building a Chrome DevTools extension that records user journeys, checks tracking events and produces audit evidence, replacing repetitive manual checks with a repeatable workflow.

  • Built a Chrome DevTools extension that records user flows, watches the dataLayer and flags missing or incorrect tracking.
  • Delivered the MVP in ten days and the finished build in two weeks.
  • Reduced the time for ten analytics audits to the time previously needed for one.
  • Used by GrowthRunner for clients including Wagamama and Net-a-Porter.
#typescript#react#growth#attribution
Doug Silkstone

Benson

Coupon-extension and AI-agent control for ecommerce

Founder & technical lead · Rebuilt and relaunched in ten days with AI agents

Read the full case study

Benson shows online stores which coupon extensions and AI shopping agents are in their sessions and what they cost, then lets them hide, cap or replace them with a holdout behind every change. The founder and technical lead role covered building, operating and selling the original getBenson platform, then reacquiring the brand and rebuilding it for the relaunch at trybenson.com.

  • Rebuilt Benson from an empty repository to a public relaunch at trybenson.com in ten days, against an original roadmap of 14 to 18 weeks.
  • Wrote the product as 44 PRDs and ran the build as an orchestrator, with AI agents delivering each task through tests, adversarial review and simplification: 836 commits and 785 test files in under two weeks.
  • Shipped ten apps and fifteen packages: a 2.5KB storefront loader, ingest on Redis Streams, Postgres with row-level security, a dashboard, an embedded Shopify admin, a WooCommerce plugin, a Cloudflare edge detector and an MCP server.

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trybenson.comHow Benson was rebuilt
#typescript#react#nextjs#nodejs#hono#postgres#llms#architecture#zerotoone#attribution#ecommerce#growth
Doug Silkstone

Vouchernaut

UK shopping guide, comparison tools and brand platform

Founder & sole operator · Rebuilt alone in 22 days with AI agents

Read the full case study

Vouchernaut is a UK shopping guide with checked codes for 995 shops, a shop, comparison tools for phones, broadband, energy and airport parking, What's On listings, guides and a platform for brands. The founder and sole operator role covered every job: building and running the original site alone from 2016 to 2022, then rebuilding it at vouchernaut.com in 22 days in 2026.

  • Rebuilt Vouchernaut from an empty repository to fifteen live products in 22 days: 772 commits and about 530,000 lines of code, 145,000 of them tests.
  • Wrote the specs and made the product calls while AI agents did the typing across 203 Claude Code sessions, with every result checked against its spec before it went live.
  • Shipped store pages for 995 UK shops, a shop of 5,220 products with price watch, a phone finder, a broadband checker, an energy comparison, 21,087 What's On listings, airport parking, discount hubs and group cashback.

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vouchernaut.comHow Vouchernaut was rebuiltThe Vouchernaut case study (PDF)
#typescript#react#nextjs#nodejs#hono#postgres#llms#architecture#zerotoone#designsystems#attribution#seo#growth#ecommerce
Doug Silkstone

Reach Robotics

MekaMon AR battle robot

Digital Marketing Manager · Led acquisition, ecommerce and measurement

View Reach Robotics project
  • Led marketing and digital operations for MekaMon, an AR battle robot launched globally in Apple Stores. As Digital Marketing Manager, owned go-to-market strategy and delivery across acquisition, content, ecommerce, customer success and measurement.
  • Managed a £100K paid-marketing budget, alongside social media and influencer campaigns.
  • Led and curated the YouTube influencer campaign, including partnerships with SuperSaf and KhanFlicks, with campaign videos accumulating 750K+ views.
  • Hired and managed the marketing, video-production and customer-support teams, with responsibility for customer success.

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Reach Robotics hiring presentation (PDF)MekaMon digital strategy, 2017–18 (PDF)
#gtm#growth#lifecycle#attribution#ecommerce#leadership