Real problems, validated by AI, backed by real people. The community decides what gets built next.
Engineering teams spend two to three hours per week manually triaging error reports from Sentry, Datadog, and raw logs. Most alerts are duplicates or noise. No tool clusters them by root cause across services and tells you which one to actually fix first based on customer impact.
Dev-ops engineers managing Terraform state across multiple AWS accounts have to switch roles constantly and lose track of which account owns which resource. A unified cross-account resource graph with cost attribution would save hours of context switching every week.
Product managers spend five hours per week writing release notes by hand because Jira tickets are too terse and GitHub PR descriptions too technical. A tool that synthesizes both into customer-ready changelog entries, respecting the team voice, would be a clear win.
Indie iOS app developers struggle to understand why App Store reviews drop a star after an update. No tool clusters reviews by feature change in the release notes and tells the developer which change is the likely cause.
Small primary care clinics still fax and scan intake forms because every EHR vendor locks patient data in their own silo. Nurses retype the same history for every referral. A simple cross-EHR data bridge that respects HIPAA could cut intake times in half.
Physical therapists tracking patient recovery across sessions rely on paper notes or clunky EMRs. A simple voice-to-structured-note iPad app that captures range of motion, pain levels, and exercises would save fifteen minutes per patient.
Personal finance apps like Mint are dying and YNAB is too opinionated. Millennials in their thirties want a simple envelope budgeting tool that actually connects to European and Canadian bank accounts, not just US ones. Existing options either require manual CSV imports or cost forty dollars per month.
Solo founders selling on Gumroad or Lemon Squeezy run quarterly tax estimates by hand because Bench is too expensive and QuickBooks is overkill. A self-serve estimated-tax calculator that syncs with Stripe and transitions to a human CPA at year end would be a clean wedge.
Independent Shopify merchants lose three to five percent of revenue to false-positive fraud blocks from Stripe Radar and Shopify Fraud Protect. There is no tool that explains why a transaction was flagged in plain English and lets the merchant whitelist safe customers without touching raw rule editors.
University TAs grading introductory programming assignments spend ten hours per week on the same five bugs. Autograders catch syntax errors but cannot explain conceptual mistakes. A tool that writes feedback comments in the voice of the course instructor would save enormous time.
Online course creators on Teachable and Kajabi cannot tell which lessons students give up on because analytics only show completion percentage. A drop-off heatmap plus video analytics would let creators rewrite the lessons that actually fail.
Freelance designers managing three to five client retainers waste hours every month reconciling time logs, invoices, and bank deposits across Toggl, Harvest, QuickBooks, and Stripe. Nothing closes the loop from hours worked to cash actually in the bank and warns about mismatches.
