01Solo founders shipping real products without dedicated platform, security, or DevOps staff.
02Open-source contributors interested in AI-native developer tooling, MCP workflows, and better product ergonomics for small teams.
03Technical operators who want one place to manage code, build pipelines, findings, errors, and AI-assisted fixes.