Tin Computer

Tin Computer is an autonomous AI growth agent designed specifically for small SaaS teams who want to grow their products without constantly writing roadmaps or managing backlogs. Think of it as a tireless growth team that lives inside your existing tools, always watching, always experimenting, and always shipping improvements. You point Tin Computer at your project, connect it to your stack, and it begins running a continuous growth playbook across the surfaces you already own. This includes organic SEO through blog posts and comparison pages, product engineering with bug fixes and onboarding tweaks, and deep analytics work like funnel diagnostics and cohort analysis. The agent ships real pull requests that you review and merge, so you retain full control over what goes live. It integrates seamlessly with GitHub, Stripe, Google Analytics, Search Console, PostHog, Sentry, Vercel, and more. There is no ad spend required and no cold outreach. The growth is entirely organic and AI search driven, running around the clock. The results speak for themselves. Claw Messenger, a dormant side project, grew from $480 to $13,500 ARR and from 4 to 146 paying customers in just 112 days after turning on Tin Computer. This product is for founders and small teams who want to stop grinding on growth tasks and start seeing consistent, automated progress.

Autonomous Growth Playbook Execution

Tin Computer does not wait for a brief. It reads your entire funnel through connected analytics and identifies exactly what is slowing growth down. From there it picks the next experiment, builds the fix or feature, and ships it as a pull request. One week it might adjust pricing, the next it writes a comparison page, and the week after it tightens the signup flow. The agent learns from every result, keeping what works and discarding what does not.

Multi-Specialist Agent Architecture

Behind the single interface you talk to sits a team of specialized AI agents, each owning a specific growth lane. There is a strategist, a research analyst, an organic growth engineer, a product analyst, a financial analyst, and a product engineer among others. This architecture means Tin Computer approaches growth holistically, handling everything from customer support emails to financial modeling and product improvements without needing human handoffs.

Deep Integration with Your Existing Stack

Tin Computer plugs directly into the tools you already use and trust. It connects to GitHub for code changes, Stripe for billing and pricing experiments, Google Analytics and Search Console for SEO and traffic insights, PostHog for product analytics, and Sentry for bug tracking. This deep integration allows the agent to operate with full context, making decisions based on real data from your actual systems rather than guesswork.

Continuous Learning and Iteration

Every experiment Tin Computer ships is followed by observation. The agent watches the results, analyzes the impact on key metrics, and learns from the outcome. Successful changes are kept and built upon. Failed experiments are discarded without fuss. This creates a virtuous cycle where the agent becomes more effective over time, constantly refining its understanding of what drives growth for your specific product and audience.

Reviving Dormant Side Projects

Many founders have side projects that have flatlined. Tin Computer is ideal for breathing life back into these products without requiring your time or attention. As demonstrated with Claw Messenger, the agent can take a project with minimal revenue and a handful of users and systematically grow it through SEO, product improvements, and automated outreach. You simply connect the tools and let the agent run.

Automating SEO and Content Growth

Small SaaS teams often struggle to maintain a consistent content schedule for organic growth. Tin Computer handles this by automatically writing and shipping blog posts, comparison pages, and technical SEO fixes. It identifies keyword opportunities from your analytics and creates content designed to capture organic search traffic. This runs continuously, building your site authority over time without you needing to write a single word.

Continuous Product Experimentation

Most teams run a few growth experiments per quarter because they have limited bandwidth. Tin Computer runs experiments weekly or even daily. It can test pricing tiers, trial lengths, onboarding flows, headline variations, and referral programs. Each experiment is shipped as a code change, tracked for results, and either kept or rolled back. This turns growth into a constant, data driven process rather than a sporadic effort.

Proactive Bug Fixing and User Feedback Response

Tin Computer monitors your Sentry logs and support email inbox to identify bugs and user requests in real time. When a user asks for a feature or reports an issue, the agent can build and ship a fix or improvement without waiting for your roadmap. In the Claw Messenger case, it launched a referral program the same day a user asked about one. This responsiveness dramatically improves user satisfaction and retention.

How does Tin Computer decide what to work on first?

Tin Computer starts by reading your entire funnel through connected analytics tools like Google Analytics and PostHog. It identifies the biggest bottlenecks and highest impact opportunities for growth. From there it prioritizes experiments based on potential revenue impact, user feedback signals, and technical feasibility. The agent constantly re-evaluates its priorities as new data comes in.

Do I need to review every pull request before it goes live?

Yes, Tin Computer ships all changes as pull requests that require your review and approval before merging. This ensures you retain full control over your codebase and product. You can accept, modify, or reject any change the agent proposes. The agent learns from your feedback and adjusts its approach accordingly.

What types of projects work best with Tin Computer?

Tin Computer works best for web based SaaS products, marketing sites, blogs, indie developer tools, marketplaces, directories, and projects built with platforms like Lovable, Bolt, or Replit. It requires code you control through GitHub and a presence on the open web. It does not currently support mobile apps, native desktop applications, or drag and drop no code platforms like Bubble or Webflow.

How long does it take to see results after turning it on?

Results vary by project, but the Claw Messenger case study showed significant growth within the first few weeks. The agent ships multiple tasks per week, so you typically see the first experiments and improvements within days. Meaningful revenue growth often becomes visible within the first month as the agent iterates on what works and builds momentum.

Tin Computer offers two pricing tiers to match your growth pace. 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. Both plans give you full access to all of Tin Computer's capabilities including all specialist agents and integrations. You can cancel at any time and move up or down between tiers whenever you want.