AI made software creation accessible.
StackSense helps founders understand, evolve and scale the apps they build. Keep building with AI, even when you don’t fully understand the code or architecture underneath.
Works with Lovable, Cursor, Replit, Bolt, v0, ChatGPT & Claude.
The understanding layer
This is what StackSense understands about your app.
The moment you connect a repo, StackSense names the systems your app actually has, the parts you’ve already built, and how users meet each one — in plain English.
Architectural insights (so far)
What this app exists to do
A meal-planning app that helps people plan their week, save favorite recipes, and turn a plan into a grocery list.
Systems your app already has
Lets people sign in and stay signed in across visits.
Lets people save, browse and favorite recipes they love.
Drag recipes onto a weekly plan and turn it into a grocery list.
Plans, payment and subscription state.
Describe what you want. Get a prompt that fits your app.
Paste it into Lovable, Cursor, Replit or Bolt. The new feature lands on top of what you’ve already built, instead of duplicating it.
“Add a Settings screen where people can update their profile and switch their plan.”
Build a Settings screen. Reuse the existing Profile form — already used in Authentication and Onboarding. Read the signed-in user from the shared session. For plan changes, link to the existing Billing screen (/billing). Do not create a new checkout. Match the spacing and card style used across the app. Keep the existing password-reset flow intact.
Profile form · Recipe card · Plan grid
Sign-in → Recipes → Meal planner → Grocery list → Billing
Re-reads your app on every push
Evolve safely
Keep building. Without unraveling what works.
As your app grows, StackSense protects what you’ve already built. Every new feature lands on top of real architectural understanding — not a guess.
Stop duplicating
Recognises capabilities you've already built so you don't pay for them twice.
Stay consistent
Holds the patterns and conventions in your app so each new screen feels native.
Avoid drift
Catches the moment a small change starts pulling architecture in the wrong direction.
Safe Prompts
When you describe what you want to build, StackSense composes a prompt that fits your actual app — what already exists, what to reuse, what not to touch. Paste it into Lovable, Cursor, Replit or Bolt and ship with confidence.
One surface among many. The same understanding powers Change Intelligence, Tech Lead Feed and Living Docs.
Build a Settings screen. Reuse the existing Profile form — it's already used on the onboarding and account screens. Read the signed-in user from the shared session. Update the existing profile store. Do not create a new one. Keep the existing password-change flow intact. Match the spacing and card style used across the app.
The founder problem
As your app grows, you stop fully understanding it.
AI made it possible to build software without an engineering team. But growth without understanding becomes fragile — duplicated features, broken flows, and prompts you’re scared to send.
“I'm not sure what's already built.”
“I'm scared the next change will break something.”
“I burned $40 in credits and rolled it all back.”
How it works
An architectural layer that travels with your app.
Connect your repo
StackSense reads your app and constructs a living architectural understanding — every system, every relationship.
It updates as you ship
Every push refreshes the understanding. The picture stays current with what your app actually is, right now.
Describe what you want next
In plain English. No file paths, no jargon. Tell it the outcome you're after.
Get an architecture-aware plan
A Safe Prompt that respects what exists, reuses what fits, and avoids the fragile parts. Paste, ship, keep momentum.
Build with AI. Scale with understanding.
Connect your repo and watch StackSense map your app in under a minute. Initial understanding is free — no card required.