Where production work gets stuck
The next move changes with the job. Pick the situation that keeps pulling you away from product work, sleep, or the people around you.
For Vibe Coders
AI-assisted developers using Cursor, Replit, v0
The code assistant shipped the feature. Now production is failing in a place it cannot see, and you are relaying terminal output by hand.
Manage VPS Without SSH
Claude Code, Cursor, and Codex via MCP
Give the AI IDE live server evidence and bounded tools without turning a raw production shell into its default interface.
For Indie Hackers
Solo founders running multiple projects
Every side project has a different host, key, service, and deploy ritual. Keep the incident context in one reviewable path.
For On-Call Engineers
DevOps and SRE professionals
The alert arrived before you found the laptop. Start from current evidence and a supported next action instead of rebuilding context half-awake.
For Product Builders
PMs and analysts shipping their own products
The prototype became a promise to users. Give supported deploy and incident work a path you can follow without pretending you are an SRE.
Pick one server, not the perfect persona.
Signup starts with email. Live evidence from inside the server requires the outbound agent.