Field dossier / App ideas by market
Dev tools app ideas
390 validated dev tools / saas infrastructure opportunities, drawn from 393 real complaints about self-hosting, observability, CI and database operations. Each is scored 0-100 for buying intent and links to the post it came from.
- Gaps
- 390
- Evidence
- 393
- Avg intent
- 100/100
Network resilience / 5G failoversource: reddit1 complaintconfidence 80/100
SQL-based local CRMsource: stackoverflow1 complaintconfidence 80/100
Self-hostingsource: stackoverflow1 complaintconfidence 80/100
Self‑hostingsource: stackoverflow1 complaintconfidence 80/100
Self-hostingsource: stackoverflow1 complaintconfidence 80/100
Self‑hosting analyticssource: stackoverflow1 complaintconfidence 80/100
AI CLI cost and reliability monitoringsource: github1 complaintconfidence 100/100
SQL‑based local CRMsource: stackoverflow1 complaintconfidence 80/100
AI API usage monitoring and billingsource: github1 complaintconfidence 80/100
Self-hosted analytics databasesource: stackoverflow1 complaintconfidence 80/100
AI CLI cost control and stabilitysource: github1 complaintconfidence 100/100
Managed database outage recoverysource: hackernews1 complaintconfidence 80/100
What the dossier adds
Each idea above has a full dossier behind it: the source complaints and links, the MVP scope, suggested pricing, existing competitors, the risks, and a validation playbook you can run in an afternoon.