Lovable.dev is a delightful and powerful AI coding agent that can generate modern, usable sites and apps in minutes. Its strength lies in fast and effective scaffolding: interactive dashboards, polished UIs, and smooth user experiences. fast and effective scaffolding But if you’ve ever asked Lovable to build an end-to-end integration, you’ll know it looks amazing, but can struggle to connect reliably to external services. looks amazing, Integrations aren’t fault-tolerant. Integrations aren’t fault-tolerant. They require reliable authentication, solid integration logic, and secure execution routes. That’s where Membrane comes in: the AI-native universal integration layer that allows you to build connections to any app, for any use case. reliable authentication, solid integration logic, and secure execution routes. Membrane A Practical Experiment Let’s ask Lovable to create a scaffolded SaaS platform dashboard that allows users to connect their own HubSpot and OpenAI accounts, and generate a Smart To-Do list from their HubSpot Tasks. HubSpot OpenAI Here’s the initial prompt to Lovable: Create a SaaS dashboard with a “Connect to Hubspot” button, a “Connect to OpenAI” button, and a way for users to fetch their Hubspot tasks and process them with OpenAI in order to produce a prioritized to-do list. Create a SaaS dashboard with a “Connect to Hubspot” button, a “Connect to OpenAI” button, and a way for users to fetch their Hubspot tasks and process them with OpenAI in order to produce a prioritized to-do list. The Results: What Lovable Does Really Well (On Its Own): Generates a slick UI with connection buttons: Prompts us to connect Supabase for a backend (which our use case would require): Generates a slick UI with connection buttons: Generates a slick UI with connection buttons: Prompts us to connect Supabase for a backend (which our use case would require): Prompts us to connect Supabase for a backend (which our use case would require): Generates a scaffolded, API-based infrastructure after referencing the relevant OpenAI and Hubspot docs: Generates a scaffolded, API-based infrastructure after referencing the relevant OpenAI and Hubspot docs: Generates a scaffolded, API-based infrastructure after referencing the relevant OpenAI and Hubspot docs: Where It Could Use Some Help: Lovable asked for my personal OpenAI API key, which doesn’t make sense for our use case. We want this app to let any user connect their own accounts. It generated brittle, custom OAuth flows, which would have leaked tokens in client state (if they had worked). The system lacked reliable integration logic. It was designed with one-off API fetches that, even if working, would not have allowed retries, multiple users, or secure action execution. Lovable asked for my personal OpenAI API key, which doesn’t make sense for our use case. We want this app to let any user connect their own accounts. my any their own It generated brittle, custom OAuth flows, which would have leaked tokens in client state (if they had worked). The system lacked reliable integration logic. It was designed with one-off API fetches that, even if working, would not have allowed retries, multiple users, or secure action execution. Result: The app looked great, but the integrations didn’t work end-to-end. Result: looked great Adding Membrane to the Mix To help Lovable vibe its way to a fully-integrated app, we introduce Membrane. vibe Here’s how: Feed Lovable the Membrane AI Context We pasted Membrane’s Initial AI Context directly into the conversation. This gave Lovable knowledge of Membrane’s integration framework: connection UIs, connectors, authentication tokens, etc: Leverage Membrane’s Connection UI Instead of trying to scaffold its own interface for user connections, Lovable was nudged to use Membrane’s pre-built Connection UI, which automatically handles OAuth, token storage, and user-specific authentication: Implement Supabase Backend Pasting the Membrane AI Quickstart Context also taught Lovable how to configure Supabase to support Membrane’s backend requirements. Lovable asked for my Membrane credentials and stored them as Secrets to be retrieved by Supabase Edge Functions. Now, when prospective users want to connect their accounts for HubSpot and OpenAI, the system will create Membrane connections that are authenticated with my workspace credentials: Feed Lovable the Membrane AI Context We pasted Membrane’s Initial AI Context directly into the conversation. This gave Lovable knowledge of Membrane’s integration framework: connection UIs, connectors, authentication tokens, etc: Feed Lovable the Membrane AI Context Feed Lovable the Membrane AI Context We pasted Membrane’s Initial AI Context directly into the conversation. This gave Lovable knowledge of Membrane’s integration framework: connection UIs, connectors, authentication tokens, etc: Membrane’s Initial AI Context Membrane’s integration framework Leverage Membrane’s Connection UI Instead of trying to scaffold its own interface for user connections, Lovable was nudged to use Membrane’s pre-built Connection UI, which automatically handles OAuth, token storage, and user-specific authentication: Leverage Membrane’s Connection UI Leverage Membrane’s Connection UI Instead of trying to scaffold its own interface for user connections, Lovable was nudged to use Membrane’s pre-built Connection UI, which automatically handles OAuth, token storage, and user-specific authentication: pre-built Connection UI Implement Supabase Backend Pasting the Membrane AI Quickstart Context also taught Lovable how to configure Supabase to support Membrane’s backend requirements. Lovable asked for my Membrane credentials and stored them as Secrets to be retrieved by Supabase Edge Functions. Now, when prospective users want to connect their accounts for HubSpot and OpenAI, the system will create Membrane connections that are authenticated with my workspace credentials: Implement Supabase Backend Implement Supabase Backend Pasting the Membrane AI Quickstart Context also taught Lovable how to configure Supabase to support Membrane’s backend requirements. Membrane AI Quickstart Context Lovable asked for my Membrane credentials and stored them as Secrets to be retrieved by Supabase Edge Functions. Now, when prospective users want to connect their accounts for HubSpot and OpenAI, the system will create Membrane connections that are authenticated with my workspace credentials: Configure the Membrane Workspace Since Lovable doesn’t currently support connecting to Membrane in a local dev environment, we manually: Added HubSpot and OpenAI connectors through the Membrane console, which only takes a few clicks. Configured the relevant Actions (fetch-tasks, summarize-tasks). Grabbed the drop-in SDK calls from the console. Membrane provides exact code snippets that you can drop into your app for Action execution: Provide Lovable with the SDK Calls We pasted the Membrane Action snippets into Lovable so that it could wire up backend calls correctly: Troubleshoot with “Vibes” If Lovable became confused (which can be expected within the vibe-coding experience), we reminded it of two truths: Remember that Supabase handles backend auth & token persistence, and users connect their own accounts. Never ask for my individual API keys for HubSpot or OpenAI. The Membrane AI context is the source of truth for connections & actions. Experiment Result: After Lovable elegantly vibe-squashed a couple of runtime errors, the app worked! Integrated end-to-end and reproducible: The app features a fully-integrated workflow, allowing users to: Connect to their own OpenAI and Hubspot accounts with Membrane’s Connection UI components. Generate an AI-optimized, smart to-do list Navigate a sleek, interactive UI. The only manual steps required were adding connectors in the Membrane workspace and configuring Membrane Actions — each of which required just a few clicks. Configure the Membrane Workspace Since Lovable doesn’t currently support connecting to Membrane in a local dev environment, we manually: Added HubSpot and OpenAI connectors through the Membrane console, which only takes a few clicks. Configured the relevant Actions (fetch-tasks, summarize-tasks). Grabbed the drop-in SDK calls from the console. Membrane provides exact code snippets that you can drop into your app for Action execution: Configure the Membrane Workspace Configure the Membrane Workspace Since Lovable doesn’t currently support connecting to Membrane in a local dev environment, we manually: Added HubSpot and OpenAI connectors through the Membrane console, which only takes a few clicks. Configured the relevant Actions (fetch-tasks, summarize-tasks). Grabbed the drop-in SDK calls from the console. Membrane provides exact code snippets that you can drop into your app for Action execution: Added HubSpot and OpenAI connectors through the Membrane console, which only takes a few clicks. Added HubSpot and OpenAI connectors through the Membrane console, which only takes a few clicks. Configured the relevant Actions (fetch-tasks, summarize-tasks). Configured the relevant Actions (fetch-tasks, summarize-tasks). Actions Grabbed the drop-in SDK calls from the console. Membrane provides exact code snippets that you can drop into your app for Action execution: Grabbed the drop-in SDK calls from the console. Membrane provides exact code snippets that you can drop into your app for Action execution: SDK calls Provide Lovable with the SDK Calls We pasted the Membrane Action snippets into Lovable so that it could wire up backend calls correctly: Provide Lovable with the SDK Calls Provide Lovable with the SDK Calls We pasted the Membrane Action snippets into Lovable so that it could wire up backend calls correctly: Troubleshoot with “Vibes” If Lovable became confused (which can be expected within the vibe-coding experience), we reminded it of two truths: Remember that Supabase handles backend auth & token persistence, and users connect their own accounts. Never ask for my individual API keys for HubSpot or OpenAI. The Membrane AI context is the source of truth for connections & actions. Experiment Result: After Lovable elegantly vibe-squashed a couple of runtime errors, the app worked! Integrated end-to-end and reproducible: The app features a fully-integrated workflow, allowing users to: Connect to their own OpenAI and Hubspot accounts with Membrane’s Connection UI components. Generate an AI-optimized, smart to-do list Navigate a sleek, interactive UI. The only manual steps required were adding connectors in the Membrane workspace and configuring Membrane Actions — each of which required just a few clicks. Troubleshoot with “Vibes” Troubleshoot with “Vibes” If Lovable became confused (which can be expected within the vibe-coding experience), we reminded it of two truths: Remember that Supabase handles backend auth & token persistence, and users connect their own accounts. Never ask for my individual API keys for HubSpot or OpenAI. The Membrane AI context is the source of truth for connections & actions. Remember that Supabase handles backend auth & token persistence, and users connect their own accounts. Never ask for my individual API keys for HubSpot or OpenAI. Remember Supabase The Membrane AI context is the source of truth for connections & actions. Membrane AI context Membrane AI context Experiment Result: After Lovable elegantly vibe-squashed a couple of runtime errors, the app worked! Integrated end-to-end and reproducible: The app features a fully-integrated workflow, allowing users to: fully-integrated Connect to their own OpenAI and Hubspot accounts with Membrane’s Connection UI components. Generate an AI-optimized, smart to-do list Navigate a sleek, interactive UI. Connect to their own OpenAI and Hubspot accounts with Membrane’s Connection UI components. Generate an AI-optimized, smart to-do list Navigate a sleek, interactive UI. The only manual steps required were adding connectors in the Membrane workspace and configuring Membrane Actions — each of which required just a few clicks. The Difference with Membrane Membrane turned Lovable from a UI wizard into a production-ready integrations builder: UI wizard production-ready integrations builder Auth flows: No more individually managing API keys. Users can connect their own HubSpot and OpenAI accounts, and connections are handled securely by Membrane. Actions: Instead of brittle one-off fetches, Membrane Actions provided reusable, reliable integration logic. Supabase + Membrane: Secure, multi-tenant backend without reinventing the wheel. Auth flows: No more individually managing API keys. Users can connect their own HubSpot and OpenAI accounts, and connections are handled securely by Membrane. Auth flows Actions: Instead of brittle one-off fetches, Membrane Actions provided reusable, reliable integration logic. Actions Supabase + Membrane: Secure, multi-tenant backend without reinventing the wheel. Supabase + Membrane Now, when a user connects HubSpot and OpenAI, the app reliably fetches tasks, summarizes them, and provides a secure, user-specific to-do list. Experiment Analysis Vibe-coding Pain Point Membrane Fix Result Lovable tries to create a single-user, hardcoded integration 🔑 Membrane Connection UIs Each user connects their own accounts securely Brittle/non-functional OAuth, token leaks 🔒 Membrane Authentication Secure, multi-tenant auth One-off API calls 🔁 Membrane Actions Reusable, reliable integrations Integration Debugging 🏁 Membrane Integration Logic Minimal debugging required Vibe-coding Pain Point Membrane Fix Result Lovable tries to create a single-user, hardcoded integration 🔑 Membrane Connection UIs Each user connects their own accounts securely Brittle/non-functional OAuth, token leaks 🔒 Membrane Authentication Secure, multi-tenant auth One-off API calls 🔁 Membrane Actions Reusable, reliable integrations Integration Debugging 🏁 Membrane Integration Logic Minimal debugging required Vibe-coding Pain Point Membrane Fix Result Vibe-coding Pain Point Vibe-coding Pain Point Vibe-coding Pain Point Membrane Fix Membrane Fix Membrane Fix Result Result Lovable tries to create a single-user, hardcoded integration 🔑 Membrane Connection UIs Each user connects their own accounts securely Lovable tries to create a single-user, hardcoded integration Lovable tries to create a single-user, hardcoded integration 🔑 Membrane Connection UIs 🔑 Membrane Connection UIs Membrane Connection UIs Each user connects their own accounts securely Each user connects their own accounts securely Brittle/non-functional OAuth, token leaks 🔒 Membrane Authentication Secure, multi-tenant auth Brittle/non-functional OAuth, token leaks Brittle/non-functional OAuth, token leaks 🔒 Membrane Authentication 🔒 Membrane Authentication Membrane Authentication Secure, multi-tenant auth Secure, multi-tenant auth One-off API calls 🔁 Membrane Actions Reusable, reliable integrations One-off API calls One-off API calls 🔁 Membrane Actions 🔁 Membrane Actions Membrane Actions Reusable, reliable integrations Reusable, reliable integrations Integration Debugging 🏁 Membrane Integration Logic Minimal debugging required Integration Debugging Integration Debugging 🏁 Membrane Integration Logic 🏁 Membrane Integration Logic Membrane Integration Logic Minimal debugging required Minimal debugging required Scaling the Vibe The value of Lovable is in fast iteration and beautiful UIs. The value of Membrane lies in its reliable and scalable integrations. fast iteration reliable and scalable integrations. Together, they vibe into something greater: Developers can sketch ideas at the speed of thought with Lovable. Membrane ensures those ideas actually work across any SaaS app. Developers can sketch ideas at the speed of thought with Lovable. Membrane ensures those ideas actually work across any SaaS app. Bottom Line: With Membrane in the loop, Lovable doesn’t stop at ideation and starts being a true SaaS integrations builder. Bottom Line Membrane Start building integrations today. Try Membrane: Try Membrane Membrane docs Explore Lovable Try Membrane Try Membrane Membrane docs Membrane docs Explore Lovable Explore Lovable
