Tin Computer

Tin Computer is an autonomous AI growth agent purpose-built for small SaaS teams that want to drive continuous, organic growth without adding headcount or increasing ad spend. Instead of waiting for a roadmap meeting or a growth hire, you simply point Tin Computer at your project, connect it to your existing stack, and it begins working a continuous growth playbook on the surfaces you already own. The agent operates across four core domains: organic SEO (blog posts, comparison pages, technical fixes), product engineering (bug fixes, small features, onboarding tweaks), analytics (funnel diagnostics, cohort analysis, experiment tracking), and customer support. It ships real, reviewable pull requests to your GitHub repository, which you can review and merge at your own pace. Tin Computer plugs directly into tools you likely already use, including GitHub, Stripe, Google Analytics, Search Console, PostHog, Sentry, Vercel, and support email. There is no ad spend and no cold outreach involved; the entire growth engine is built around organic and AI-search (GEO) growth that runs continuously. The product is designed for founders and small teams who have built something valuable but lack the time or resources to run a dedicated growth operation. A compelling real-world example is Claw Messenger, a dormant side project that grew from $480 to $11,580 ARR and acquired 118 paying customers in just 92 days after connecting to Tin Computer. In short, Tin Computer replaces the manual, sporadic growth efforts of a small team with a persistent, intelligent agent that never sleeps.

Autonomous Growth Playbook Execution

Tin Computer does not wait for a brief or a roadmap. It continuously reads your product funnel through connected analytics tools, identifies what is slowing growth down, and autonomously picks the next experiment or fix to ship. This includes everything from pricing changes and comparison pages to tighter signup flows and onboarding tweaks. The agent learns from each outcome, keeping what works and discarding what does not, creating a self-improving cycle of growth experiments that run 24/7 without human intervention.

Multi-Specialist Agent Architecture

Behind the single interface you interact with, Tin Computer operates as a team of specialized agents, each owning a distinct growth lane. These include a Strategist, Research Analyst, Organic Growth Engineer, Paid Acquisition Engineer, Sales Outreach specialist, Product Analyst, Financial Analyst, Product Engineer, and Customer Support Engineer. This architecture ensures that every aspect of growth, from technical SEO fixes to financial analysis of pricing tiers, is handled by a dedicated expert agent, providing the depth and breadth of a full growth team in one product.

Deep Stack Integration and Real Pull Requests

Tin Computer integrates deeply with your existing technology stack, including GitHub, Stripe, Google Analytics, Search Console, PostHog, Sentry, Vercel, and support email. It reads your codebase, analytics data, and customer feedback to inform its decisions. When it identifies an action to take, it ships the change by opening a real pull request on your GitHub repository. You retain full control by reviewing and merging these PRs, ensuring that the AI never makes changes to production without your explicit approval.

Continuous Learning and Iteration

The agent operates on a three-step loop: Notice, Ship, Learn. First, it notices opportunities or bottlenecks by reading your funnel and user behavior. Second, it ships the fix or experiment from start to finish, including writing code, creating content, or adjusting configurations. Third, it watches the result, measures the impact, and learns from the outcome. This feedback loop means Tin Computer gets smarter over time, refining its strategy based on what actually drives growth for your specific product and audience.

Reviving Dormant Side Projects and Products

Many founders have side projects or older products that have plateaued or are flatlining due to lack of attention. Tin Computer is ideal for breathing new life into these projects. As demonstrated with Claw Messenger, which grew from $480 to $13,500 ARR in 112 days, the agent can autonomously run SEO improvements, launch referral programs, adjust pricing, and handle customer support, all while the founder focuses on new ventures. This allows you to build a portfolio of growing products without ongoing manual effort.

Continuous SEO and Content Marketing for SaaS

For SaaS teams that struggle to maintain a consistent content marketing schedule, Tin Computer automates the entire process. It writes and publishes blog posts, creates comparison pages against competitors, and implements technical SEO fixes directly through pull requests. The agent analyzes search console data to identify high-value keywords and topics, then produces optimized content that ranks organically. This ensures your website is always being improved for search visibility without requiring a dedicated content writer or SEO specialist.

Automated Funnel Optimization and A/B Testing

Tin Computer continuously monitors your product funnel through connected analytics tools like PostHog and Google Analytics. It identifies bottlenecks where users drop off, such as confusing onboarding flows, ineffective trial lengths, or poorly designed pricing pages. The agent then designs and ships experiments to address these issues, such as rewriting a headline, adjusting a call-to-action button, or modifying the trial duration. It tracks the results of each experiment and automatically iterates on the winners, driving steady conversion rate improvements over time.

Proactive Bug Fixing and Small Feature Development

Instead of waiting for users to report bugs or request small features, Tin Computer proactively finds and fixes issues by reading your codebase through GitHub. It can identify common problems like broken links, slow-loading pages, or UI inconsistencies and ship fixes as pull requests. Additionally, the agent can build small, high-impact features based on user behavior and feedback, such as a referral program or a reseller tier, often shipping them the same day a user expresses a need. This keeps your product polished and responsive to user needs without draining your engineering team.

What tools and platforms does Tin Computer integrate with?

Tin Computer plugs directly into your existing stack, including GitHub for code, Stripe for billing, Google Analytics and Search Console for web traffic, PostHog for product analytics, Sentry for error tracking, Vercel for hosting, and your support email inbox. This deep integration allows the agent to read data from across your business, make informed decisions, and ship changes back to your codebase and systems seamlessly. More integrations are added regularly.

How does Tin Computer ship changes without breaking my product?

Tin Computer never makes changes directly to your live production environment. Instead, it opens real, reviewable pull requests on your GitHub repository. You have full control to review every change, approve it, request modifications, or reject it entirely. This ensures that all code, content, and configuration changes are vetted by a human before going live, maintaining the quality and stability of your product while still benefiting from the agent's speed and autonomy.

Is Tin Computer suitable for all types of software projects?

Tin Computer works best for projects that live on the open web and have code you control. This includes web SaaS products, marketing sites and blogs, indie developer tools, marketplaces and directories, and apps built with frameworks like Lovable, Bolt, or Replit. It is not yet suitable for mobile apps, native desktop applications, drag-and-drop no-code platforms like Bubble or Webflow, or e-commerce stores on Shopify and Etsy. The agent requires access to your codebase and analytics to function effectively.

How long does it take to see results from Tin Computer?

Results vary depending on the state of your product and the opportunities available, but the case study with Claw Messenger provides a strong benchmark. That dormant side project saw ARR grow from $480 to $13,500 and paying customers increase from 4 to 146 over 112 days. Many users report seeing noticeable improvements in traffic, conversions, or customer engagement within the first few weeks as the agent begins running experiments and shipping fixes. The agent operates continuously, so growth compounds over time as it learns and iterates.

Tin Computer offers two straightforward pricing tiers. The Standard plan is priced at $99 per month and includes up to 30 tasks per week. The Unlimited Growth plan is priced at $299 per month and includes an unlimited number of tasks per week. Every plan gets access to the full capabilities of Tin Computer, including all specialist agents and integrations. The tier you choose simply determines how much the agent ships each week. You can move up or down between plans at any time, and you can cancel anytime.