Tin Computer

Tin Computer is an autonomous AI growth agent purpose-built for small SaaS teams who want to stop grinding on incremental improvements and start seeing compounding, organic growth. Instead of waiting for a roadmap meeting or a backlog sprint, you simply point Tin Computer at your project, connect your existing stack, and it runs a continuous growth playbook across the surfaces you already own. It works on three core lanes: organic SEO (blog posts, comparison pages, technical fixes), product engineering (bug fixes, small features, onboarding tweaks), and analytics (funnel diagnostics, cohort analysis, experiment tracking). The agent ships real pull requests that you review and merge, meaning it integrates directly into your development workflow without adding overhead. It plugs into GitHub, Stripe, Google Analytics, Search Console, PostHog, Sentry, Vercel, and more. There is no ad spend, no cold outreach, and no manual busywork. Tin Computer is for founders and small teams who want to build a portfolio of products, maintain their existing ideas without daily effort, and unlock growth that happens 24/7. The results speak for themselves: Claw Messenger, a dormant side project, grew from $480 to $11,580 ARR and 118 paying customers in just 92 days. Tin Computer replaces the need for a full growth team, a marketing agency, or endless manual experimentation. It watches your funnel, picks the next experiment, ships the code, and learns from the outcome. You stop writing the roadmap and start seeing real, automated growth.

Autonomous Growth Playbook Execution

Tin Computer does not wait for a brief or a ticket. It reads your product funnel through connected analytics tools like PostHog and Google Analytics, identifies what is slowing growth down, and autonomously picks the next experiment. Whether it is a pricing change one week, a comparison page the next, or a tighter signup flow the week after, the agent builds and ships the fix or experiment from start to finish. It then watches the result, keeps what worked, and picks the next move. This creates a self-improving loop that never stops, running growth experiments at a pace no human team can match.

Multi-Specialist Agent Architecture

Behind the single Tin Computer interface sits a team of specialized AI agents, each owning a lane the way a real hire would. You talk to the main Strategist agent, but behind it are dedicated agents for Research Analysis, Organic Growth Engineering, Paid Acquisition Engineering, Sales Outreach, Product Analysis, Financial Analysis, Product Engineering, and Customer Support Engineering. This means Tin Computer can simultaneously optimize your SEO content, fix a bug in your code, analyze your churn rates, and respond to a customer support inquiry. It is like having a full growth department working in parallel, all coordinated by one central agent.

Seamless Stack Integration

Tin Computer plugs directly into the tools your SaaS team already uses. It connects to GitHub to read your code and ship pull requests. It integrates with Stripe to analyze billing data and experiment with pricing tiers. It pulls data from Google Analytics and Search Console to identify SEO opportunities. It uses PostHog for funnel diagnostics and cohort analysis, and Sentry for bug tracking. It even connects to Vercel for deployment. This deep integration means Tin Computer has full context on your product, your users, and your revenue, enabling it to make intelligent, data-driven decisions without any manual data entry or configuration.

Continuous Learning and Adaptation

Every experiment Tin Computer ships is tracked and analyzed. The agent does not just run a test and move on. It watches the outcome, measures the impact on key metrics like conversion rate, ARR, or user retention, and then adapts its strategy. If a headline rewrite resulted in a 0.4% lift, it logs that success and looks for similar opportunities. If a trial length test failed, it learns from that and avoids similar experiments in the future. This creates a compounding effect where the agent gets smarter and more effective over time, delivering significantly more improvements than a manual approach. In a six-month comparison, manual effort yielded 8 improvements and a 2.6% lift, while Tin Computer delivered 60 improvements and a 33.6% lift.

Resurrecting Dormant Side Projects

Many founders have side projects that flatlined after launch. Tin Computer is ideal for breathing life back into these dormant products. By connecting to the existing GitHub repo, Stripe account, and analytics, the agent can immediately start optimizing the SEO, fixing known bugs, and running growth experiments. As seen with Claw Messenger, a project that was flat at $480 ARR with four paying customers grew to $13,500 ARR and 146 paying customers in 112 days. The agent launched a referral program the same day a user asked for one and created a reseller tier the day after another customer expressed interest, all without the founder lifting a finger.

Continuous SEO and Content Marketing

For SaaS teams that struggle to maintain a consistent content schedule, Tin Computer automates the entire organic SEO growth engine. It writes and publishes blog posts, creates comparison pages against competitors, and implements technical SEO fixes directly through GitHub pull requests. It analyzes your Search Console data to find keyword opportunities and then produces content that targets those terms. This runs 24/7, meaning your site is constantly being optimized for search engines, driving a steady stream of organic traffic without any manual content planning or writing.

Automated Product and Funnel Optimization

Tin Computer acts as a tireless product manager, constantly analyzing your user funnel and shipping improvements. It can identify a bottleneck in your signup flow and automatically ship a tighter, more optimized version. It can run A/B tests on pricing tiers, onboarding sequences, or feature placements. It uses PostHog and Google Analytics data to diagnose where users are dropping off and then builds and deploys the fix. This is perfect for small teams that do not have a dedicated product manager or growth engineer to run these experiments manually.

Bug Fixing and Customer Support Automation

Beyond growth experiments, Tin Computer handles the grunt work of bug fixes and customer support. It connects to Sentry to monitor for errors in your codebase and automatically creates pull requests to fix them. It also integrates with your support email inbox to respond to common user inquiries, freeing up the founder's time. The agent can even ship small features requested by users, like the referral program in the Claw Messenger case study, turning user feedback into shipped code within hours instead of weeks.

How does Tin Computer connect to my existing tools?

Tin Computer connects directly to your existing stack through secure API integrations. You simply log in and authorize connections to GitHub, Stripe, Google Analytics, Search Console, PostHog, Sentry, Vercel, and your support email. Once connected, the agent reads your code, analyzes your data, and ships changes by opening pull requests on your GitHub repositories. You maintain full control because you review and merge every pull request before it goes live. No data ever leaves your systems without your explicit approval.

What kind of growth experiments does Tin Computer run?

Tin Computer runs a wide variety of organic and product-led growth experiments. These include SEO improvements like writing blog posts and comparison pages, technical fixes like optimizing page speed and fixing broken links, product engineering tweaks like improving onboarding flows and signup forms, pricing experiments like adding enterprise tiers or adjusting trial lengths, and analytics-driven optimizations like funnel diagnostics and cohort analysis. The agent autonomously picks the next experiment based on what it identifies as the biggest growth bottleneck in your funnel.

Is Tin Computer suitable for non-technical founders?

Yes, but with a caveat. Tin Computer ships changes by opening pull requests on GitHub, so you need to have a basic understanding of how to review and merge code. However, the agent handles all the technical implementation. If you are a non-technical founder who can manage a simple GitHub workflow, you can use Tin Computer. For those using no-code platforms like Bubble, Webflow, or Shopify, Tin Computer is not yet supported. It is designed for projects that live on the open web with code you control.

How fast can I expect to see results?

Results vary depending on your product, market, and the current state of your growth. However, the case study with Claw Messenger shows a dramatic transformation in 112 days, growing ARR from $480 to $13,500. The agent ships multiple tasks per week, so you will see constant improvements. The Standard plan ships 30 tasks per week, while the Unlimited Growth plan ships as many as needed. Because the agent learns from every experiment, the pace of improvement compounds over time, leading to faster and more significant results the longer you use it.

Tin Computer offers two straightforward pricing tiers. The Standard plan is $99 per month and includes 30 tasks per week, making it ideal for smaller projects or teams just getting started with automated growth. The Unlimited Growth plan is $299 per month and includes unlimited tasks per week, perfect for founders who want maximum growth velocity across multiple projects. Both plans include all features of Tin Computer, including the full multi-specialist agent architecture, all integrations, and continuous learning. You can cancel anytime, and you can move up or down between plans whenever you need. There are no long-term contracts or hidden fees.