Preparing…
This takes about 30–60 seconds per post.
You’re browsing as a guest. · Verify email · Sign in · Usage: 0/0 this month · Feedback

LaunchCtrl

Find real problems, identify solutions, and get the prompts to build them.
How it works:
Enter a subreddit name to scan up to 5 top posts (max 40 comments each), generate a project idea, then get a set of prompts for Cursor so you can build and ship.
Pick one subreddit where people with budgets ask for help. Try subreddits like smallbusiness, restaurantowners, or vibecoding.
Select between 1-5 recent posts.
Pick between 10 - 40 comments to find real pain points.
No spam, and no recurring emails.
Note from Connor, the creator: Want to try the next phase?
Right now, this site just finds problems, and gives you prompts to build. I'm working to add automated web app creation and deployment next, so you can go from zero, to a working + deployed MVP that's ready to sell. Tag along below!
No spam. Just launch updates and early access.

Sample Ideas

Job tracking app
r/constructionView on Reddit1:01am on 9-Sep-2025

Problem Analysis

Contractors need a reliable mobile app to upload and organize project photos by jobsite, generate and manage punch lists and work order change forms, and allow office staff to view updates in real time.
Target Market: Construction companies, contractors, field service operators, project managers

Solution Summary

A cross-platform mobile app that lets field crews snap and auto-tag project photos by jobsite (with optional geolocation), generate and update punch lists and change-order forms (including signature capture), and sync all data in real time to an office dashboard for review, approval, and reporting.
MVP Features:
  • Auto-organize jobsite photos with geotags and offline caching
  • In-app punch list & change-order form builder with signature capture
  • Real-time sync to a web dashboard with push notifications

Cursor Playbook Prompts

Step-by-step prompts for building this MVP:

  1. Summarize the following context in no more than 120 words: Contractors need a reliable mobile app to upload and organize project photos by jobsite, generate and manage punch lists and change‐order forms, and allow office staff to view updates in real time. The target market includes construction companies, contractors, field service operators, and project managers. The chosen MVP is a cross‐platform mobile client and a simple web dashboard to snap and auto‐tag project photos by jobsite with optional geolocation and sync all data in real time. Respond 'Ready' if you understand and will wait for detailed tasks.
  2. Initialize a new Git repository for a minimal Python 3.11 + FastAPI + SQLite project. Provide the exact shell commands to create and activate a venv, install FastAPI and Uvicorn, create requirements.txt, generate app/main.py and a .gitignore, and commit the initial files. List the expected file structure and show the uvicorn run command to start the server.
  3. Create a single SQLite database file data.db and write a Python script setup_db.py that uses sqlite3 to create two tables: jobsites (id INTEGER PRIMARY KEY, name TEXT NOT NULL, latitude REAL, longitude REAL) and photos (id INTEGER PRIMARY KEY, jobsite_id INTEGER NOT NULL REFERENCES jobsites(id), filename TEXT NOT NULL, timestamp DATETIME DEFAULT CURRENT_TIMESTAMP). In setup_db.py insert one sample jobsite record. Show the content of setup_db.py and the command to execute it.
  4. Implement exactly three backend endpoints in FastAPI: POST /jobsites to create a new jobsite, GET /jobsites to list all jobsites, POST /photos to upload a photo file with a jobsite_id, and GET /photos?jobsite_id= to list photos by jobsite. Include clear validation and error handling (e.g. reject missing fields or non‐existent jobsite_id), show the FastAPI route functions, provide curl examples for each endpoint with expected JSON responses, and include pytest stubs for unit tests for each route in tests/test_api.py.
  5. Add a minimal server-rendered HTML UI: write a Jinja2 template index.html with a form that loads all jobsites in a dropdown and accepts an image file, then submits via POST /photos. Implement the FastAPI GET / endpoint that renders index.html with the jobsites list. Keep HTML plain, no CSS frameworks. Show the template code and the updated main.py route for rendering.
  6. Write pytest automated tests: one unit test for POST /jobsites, one for GET /jobsites, one for POST /photos, one for GET /photos, plus one happy‐path integration test that creates a jobsite, uploads a photo to it, and verifies it appears in the photo list. Place tests in tests/test_api.py. Provide the command to run pytest and show the expected passing summary line.
  7. Provide local run instructions: commands to activate the virtual environment, install requirements, run setup_db.py to seed data, start the server with uvicorn app.main:app --reload, and test the flow via curl or the HTML form. Then include a short acceptance checklist of 3–5 bullet points verifying that jobsites can be created, photos can be uploaded and listed, and the UI form works locally.
How do I start a business with social media presence if I'm not good at content creation?
r/smallbusiness • View on Reddit4:47pm on 10-Sep-2025
New small food business owners struggle to create engaging social media content and lack in-house skills, making it hard to maintain a consistent online presence without incurring high costs.
Job tracking app
r/construction • View on Reddit1:01am on 9-Sep-2025
Contractors need a reliable mobile app to upload and organize project photos by jobsite, generate and manage punch lists and work order change forms, and allow office staff to view updates in real time.
Boston COO Question
r/realestate • View on Reddit7:10pm on 8-Sep-2025
Real estate closings on new construction in Boston are delayed by lack of transparent, real-time tracking of Certificate of Occupancy issuance and required sign-offs, leading to last-minute surprises and postponed closings.
office hours
r/lawschool • View on Reddit4:14am on 8-Sep-2025
Law students (and undergraduates) often lack guidance on how to prepare for and engage in professor office hours, not knowing what to ask or how to start a conversation, which leads to under‐utilization of a valuable academic resource.
Seeking advice on how to set up in-game bug reporting for public demo (currently using HTTP Posts to a GSheet for friends/family alpha testers, is this ok?)
r/gamedev • View on Reddit11:17pm on 31-Aug-2025
Indie game developers lack a simple, integrated, secure, and scalable in-game bug/feedback reporting solution. Current workarounds like HTTP POST to Google Sheets may face security concerns and volume limits, and there’s little guidance on best practices or database alternatives.