Tin Computer

Tin Computer is an autonomous AI growth agent purpose-built for small SaaS teams who want to ship growth experiments continuously without hiring a dedicated growth team. It connects directly to your existing stack, including GitHub, Stripe, Google Analytics, Search Console, PostHog, Sentry, and Vercel, and works across four key surfaces: organic SEO (blog posts, comparison pages, technical fixes), product engineering (bug fixes, small features, onboarding tweaks), and analytics (funnel diagnostics, cohort analysis, experiment tracking). Instead of waiting for a brief or a roadmap, Tin Computer reads your funnel, identifies what is slowing growth down, builds and ships the fix or experiment from start to finish, then watches the result to learn and iterate. It operates on autopilot, shipping real pull requests that you review and merge. The value proposition is clear: stop grinding out manual improvements and let an always-running agent compound growth for you. In a real case study, Claw Messenger, a dormant side project, grew from $480 to $13,500 ARR and 146 paying customers in just 112 days. This tool is for founders, indie developers, and small teams who want to build a portfolio of projects without maintaining them manually, and who prefer organic, AI-search-driven growth over ad spend or cold outreach.

Autonomous Growth Playbook Execution

Tin Computer works as a continuous growth playbook that never stops. It points itself at your project, reads your funnel through analytics tools like Google Analytics and PostHog, and identifies what is blocking growth. From there, it picks the next experiment, whether that is a pricing change, a comparison page, a tighter signup flow, or a technical SEO fix, and ships it directly to your GitHub repository as a pull request. You review and merge, and the agent learns from the outcome.

Multi-Specialist Agent Team

Behind the single interface you talk to, Tin Computer operates as a coordinated team of specialized agents. Each agent owns a specific lane, including a Strategist, Research Analyst, Organic Growth Engineer, Paid Acquisition Engineer, Sales Outreach specialist, Product Analyst, Financial Analyst, Product Engineer, and Customer Support Engineer. This structure means that when Tin Computer ships an experiment, it is drawing on deep, focused expertise in each domain rather than a one-size-fits-all approach.

Seamless Integration with Your Existing Stack

Tin Computer plugs into the tools you already use without requiring any new setup or migration. It connects to GitHub for code changes and pull requests, Stripe for billing and pricing experiments, Google Analytics and Search Console for organic traffic insights, PostHog for product analytics and cohort analysis, Sentry for bug tracking, and Vercel for deployment. This integration allows the agent to work across your entire ecosystem, from code to customer data to marketing performance.

Continuous Learning and Iteration Loop

Tin Computer operates on a three-step loop: Notice, Ship, and Learn. First, it notices what is slowing growth down by reading your funnel data and user behavior. Second, it ships the fix or experiment as a complete pull request from start to finish. Third, it watches the result, keeps what worked, and immediately picks the next move. This closed-loop system ensures that every week, the agent compounds improvements, leading to significantly faster growth than manual, sporadic efforts.

Reviving Dormant Side Projects

If you have a side project that has plateaued or is flat, Tin Computer can breathe new life into it without requiring your constant attention. For example, Claw Messenger was a dormant side project with only $480 ARR and four paying customers, most of whom were the founder testing his own product. After connecting Tin Computer, the agent took over SEO, ads, outreach, support, and analytics. In 112 days, it grew ARR to $13,500 and paying customers to 146, launching a referral program the same day a user asked for one and a reseller tier the day after another customer requested it.

Continuous SEO and Content Growth

For SaaS teams that want to build organic traffic without hiring a content team, Tin Computer autonomously writes and ships blog posts, comparison pages, and technical SEO fixes. It reads your Search Console data to find keyword opportunities, then generates and publishes content directly through GitHub. This use case is ideal for teams that want to rank for AI-search and organic search without spending on ads, as the agent handles everything from research to deployment.

Product-Led Growth Experiments

Tin Computer runs product-led growth experiments directly in your codebase. It can test pricing changes, onboarding tweaks, trial length adjustments, and feature launches by shipping real pull requests. For instance, it might add an enterprise pricing tier, rewrite a hero headline, or adjust a signup flow. It then monitors the impact on conversion rates, retention, and revenue through your analytics stack, keeping what works and discarding what does not.

Automated Bug Fixing and Onboarding Improvements

Small SaaS teams often struggle to prioritize bug fixes and onboarding tweaks amid feature development. Tin Computer handles these by reading error reports from Sentry, identifying common friction points in user flows via PostHog, and shipping fixes directly to your repository. This ensures that your product continuously improves in terms of stability and user experience, reducing churn and increasing activation rates without your team having to manage a backlog.

What tools does Tin Computer integrate with?

Tin Computer plugs directly into your existing stack without requiring any new setup. It integrates with GitHub for code changes and pull requests, Stripe for billing and pricing experiments, Google Analytics and Search Console for organic traffic insights, PostHog for product analytics and cohort analysis, Sentry for bug tracking, and Vercel for deployment. It also supports support email integration. This allows the agent to work across your entire ecosystem seamlessly.

How does Tin Computer decide what to work on next?

Tin Computer operates on a three-step loop: Notice, Ship, and Learn. First, it reads your funnel data from analytics tools like Google Analytics and PostHog to identify what is slowing growth down. This could be a bottleneck in the signup flow, a drop-off in a specific cohort, or an SEO opportunity. Second, it picks the next experiment or fix that has the highest potential impact, builds it, and ships it as a pull request. Third, it watches the result, keeps what worked, and picks the next move, creating a continuous cycle of improvement.

Is Tin Computer suitable for non-technical founders?

Tin Computer is designed to work for projects that live on the open web with code you control, including web SaaS, marketing sites, indie dev tools, marketplaces, and apps built with Lovable, Bolt, or Replit. It ships changes by opening pull requests on GitHub, which means you need to be comfortable reviewing and merging code. However, the agent handles all the research, building, and testing, so you only need to approve the changes. It is not yet available for mobile apps, native desktop apps, drag-and-drop no-code platforms like Bubble or Webflow, or Shopify and Etsy stores.

How fast can I expect to see results with Tin Computer?

Results vary depending on your project and the tier you choose, but the case study of Claw Messenger shows that a dormant side project grew from $480 to $13,500 ARR and from 4 to 146 paying customers in just 112 days. Tin Computer ships 30 tasks per week on the Standard plan or unlimited tasks on the Unlimited Growth plan. Because the agent runs on autopilot 24/7, it compounds improvements much faster than manual efforts. The comparison data shows that manual efforts yield roughly 8 improvements and +2.6% growth over six months, while Tin Computer delivers 60 improvements and +33.6% growth in the same period.

Tin Computer offers two straightforward pricing plans, both of which include access to all features and the full specialist agent team. The Standard plan is $99 per month and includes 30 tasks per week. The Unlimited Growth plan is $299 per month and includes unlimited tasks per week. You can cancel at any time and move up or down between tiers whenever you need. Both plans give you the same autonomous growth agent, with the tier determining how much the agent ships each week.