Tin Computer

Tin Computer is an autonomous AI growth agent designed specifically for small SaaS teams that want to grow their products without adding headcount or increasing ad spend. Instead of waiting for you to write a brief or prioritize a backlog, Tin Computer connects directly to your existing tools, reads your product and codebase, and continuously ships growth experiments, bug fixes, SEO improvements, and product tweaks through real pull requests that you review and merge. It works on the surfaces you already own, including organic SEO through blog posts and comparison pages, product engineering through bug fixes and onboarding improvements, and analytics through funnel diagnostics and cohort analysis. Tin Computer plugs into your existing stack, including GitHub, Stripe, Google Analytics, Search Console, PostHog, Sentry, Vercel, and more. There is no ad spend required and no cold outreach needed, just organic and AI-search growth that runs on autopilot. The product is built for founders and small teams who are tired of writing roadmaps that slip and want a system that picks the next best move, ships it, learns from the result, and keeps iterating. A real-world example is Claw Messenger, a dormant side project that grew from $480 to $13,500 ARR and from 4 to 146 paying customers in just 112 days after turning on Tin Computer.

Autonomous Growth Playbook Execution

Tin Computer reads your product funnel, finds what is slowing growth down, and automatically picks the next experiment or fix to ship. It does not wait for a brief or a roadmap meeting. The agent continuously runs a growth playbook across SEO, product engineering, and analytics, shipping real changes through pull requests that you review and merge at your own pace.

Multi-Specialist Agent Architecture

You interact with one agent, but behind it sits a full team of specialists. Each specialist 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 ensures every aspect of growth gets expert attention without you hiring multiple people.

Deep Stack Integration

Tin Computer connects directly to the tools you already use, including GitHub for code changes, Stripe for billing and pricing experiments, Google Analytics and Search Console for SEO insights, PostHog for product analytics, Sentry for error tracking, and Vercel for deployment. This allows the agent to read live data, make informed decisions, and ship changes without manual data entry or context switching.

Continuous Learning and Iteration

Every experiment or fix that Tin Computer ships is monitored for results. The agent watches what worked and what did not, keeps the winning changes, and automatically picks the next best move based on real data. This creates a compounding growth effect where each iteration builds on the previous one, leading to significantly more improvements over time compared to manual efforts.

Reviving Dormant Side Projects and Products

Tin Computer is ideal for founders who have built a product but lack the time or energy to actively grow it. The agent takes over the entire growth process, from SEO and content to pricing experiments and bug fixes. Claw Messenger is a prime example, growing from $480 to $13,500 ARR and 146 paying customers in 112 days without the founder doing any work beyond reviewing pull requests.

Automating SEO and Content Marketing for Small SaaS Teams

Small teams often struggle to maintain a consistent SEO strategy. Tin Computer automatically writes and ships blog posts, comparison pages, and technical SEO fixes through GitHub pull requests. It uses data from Google Analytics and Search Console to identify keyword opportunities and content gaps, ensuring your site ranks for terms that drive qualified traffic without you hiring a content writer or SEO specialist.

Running Continuous Product Experiments Without a Roadmap

Instead of planning a quarterly roadmap, Tin Computer picks the next experiment based on real funnel data. It might ship a pricing change one week, a tighter signup flow the next, and a referral program the week after. The agent reads user behavior from Stripe and PostHog to identify friction points and opportunities, shipping fixes and tests that directly impact conversion and retention.

Handling Bug Reports and Customer Support Automatically

Tin Computer integrates with Sentry and your support email to identify and fix bugs without manual triage. When a user reports an issue or the agent detects an error in the code, it can ship a fix directly through GitHub. It also handles customer support responses, ensuring your users get timely answers while the agent learns from their feedback to improve the product further.

How does Tin Computer ship changes to my product?

Tin Computer connects to your GitHub repository and ships changes by opening pull requests. You review the code, make any adjustments, and merge when you are ready. This gives you full control over what goes live while the agent handles all the research, coding, and testing. The agent works with your existing deployment pipeline, so there is no new infrastructure to set up.

What tools and platforms does Tin Computer integrate with?

Tin Computer plugs directly into your existing stack, including GitHub for code, Stripe for billing and subscription data, Google Analytics and Search Console for SEO and traffic insights, PostHog for product analytics and user behavior, Sentry for error tracking and bug detection, and Vercel for deployment. It also integrates with your support email to handle customer inquiries. More integrations are added regularly based on user demand.

Can I use Tin Computer for a project that is not a web SaaS?

Tin Computer works best for projects that live on the open web with code you control. This includes web SaaS products, marketing sites and blogs, indie dev tools, marketplaces and directories, and apps built with Lovable, Bolt, or Replit. It does not currently support mobile apps, native desktop applications, drag-and-drop no-code platforms like Bubble or Webflow, or Shopify and Etsy stores.

How fast will I see results with Tin Computer?

Results depend on the current state of your product and the tier you choose. The standard plan ships up to 30 tasks per week, while the unlimited growth plan ships as many as needed. In the Claw Messenger case study, the agent grew ARR from $480 to $13,500 in 112 days, shipping over 160 commits. The agent continuously learns and iterates, so the growth rate typically accelerates over time as it finds what works best for your specific product.

Tin Computer offers two pricing tiers. The Standard plan is $99 per month and includes up to 30 tasks shipped per week. The Unlimited Growth plan is $299 per month and includes unlimited tasks shipped each week. Both plans include all features, including the full multi-specialist agent architecture, deep stack integration, and continuous learning. You can cancel at any time and move up or down between tiers whenever you need. There are no long-term contracts or hidden fees, and you only pay for the growth work that gets done.