Metered billing for an AI blog engine
Blogger Dog auto-writes and publishes SEO posts straight into a GitHub repo. The prototype worked, but it couldn't charge a cent and the GitHub tokens lived in plain config.
A portfolio of AI-built products we took to production — real auth, billing, security, and scale. Casework spans Algonix engagements and senior roles our founder has held with these teams. Tap any project for the full teardown.
Blogger Dog auto-writes and publishes SEO posts straight into a GitHub repo. The prototype worked, but it couldn't charge a cent and the GitHub tokens lived in plain config.

We turned Montamo from a single-tenant prototype into a proper multi-tenant SaaS — isolated workspaces, team roles, and seat-based billing.

TrainMate's AI coaching prototype needed to become a real subscription product. We shipped the paywall, hardened the AI generation path, and built onboarding that converts.
BeInSync needed a dependable realtime sync layer and the backend to support it. We built the infrastructure, auth, and conflict handling so teams stay in sync under real load.

Handling legal data means real compliance pressure. We ran a full security pass and rebuilt access control so the app was ready for review.
WeNuDJ's prototype had the vibe but not the plumbing. We built the payment flow, a stable realtime layer, and infrastructure that holds up under live use.

Smodin's writing tools were getting real traffic. We added metered usage billing, abuse rate-limiting, and caching so margins held as volume climbed.

A delivery-marketplace flow that strained under real traffic. We reworked the data flows, added observability, and stabilised the realtime layer so it held up under load.
We took GymStreak's AI workout generator from prototype to a subscription product — a hardened paywall, trial logic, and reliability so plans never came back empty.
Lowlu was deploying by hand and flying blind. We put in CI/CD, environments, and monitoring so the team could ship daily with confidence.

The humanizer worked, but every request cost money and nothing metered it. We shipped a credit system, Stripe checkout, and rate limits to keep usage sustainable.
Engagements shown are representative of the productization work we do for AI-builder founders.
From AI startups to marketplaces and agencies — a selection of the companies we've helped build, harden, and ship. Casework spans Algonix engagements and senior roles our founder has held with these teams.
Send us the repo. We'll tell you exactly what stands between it and revenue — in 72 hours.