solo-developer
Agent-powered membership management
5 AI agents (AnalystTech LeadDeveloperQA with Jest/React Testing LibraryTech Writer)Cursor AICodeRabbitDockerSQLite WAL mode
“52 features shipped for ~$250 in tokens; used daily”
solo-developer
Why they built it
Existing subscription trackers were UI nightmares, required bank logins or cloud sync, and didn't suit frequent OS switches; wanted intentional friction for financial awareness without automation or external dependencies
What worked
AI agent pipeline enabled shipping 52 features with <1% code written by hand; fast and cheap vs hiring humans; clean architecture, solid documentation; daily use for bug fixing via agent loop; meta-agents auto-generated prompts
What broke or was painful
Not explicitly detailed; issues spotted by CodeRabbit generated fix prompts for agents
The result
52 features shipped for ~$250 in tokens; used daily