Onboarding, incidents, new features, and prior work all query the same reasoning graph. Each job asks for the context behind the work and the reason it took that shape.
Each day looks different for an engineering team. Underneath, each one starts with a query against the same graph.
Onboard to the team
A new hire's first weeks go to rebuilding context that already exists. Ask Virgo for the history behind a service and the spec, the decisions, and the gotchas come back together, with no scavenger hunt and no interrupting the one person who still remembers.
See how onboarding works →Debug a production incident
At 2 a.m., there is no time to page whoever built it. Virgo reassembles the relevant work history (what changed, the constraint it was protecting, the decision behind it). You debug the real system rather than your guess about it.
See how incident response works →Build a feature
Every feature has to fit the patterns, decisions, and constraints already in the codebase. Ask Virgo how your team already does something. The convention comes back with the reasoning behind it. The change reads like it belongs.
See how building features works →Reuse prior work
Duplicate work is usually a reasonable engineer solving a problem another team already cracked. Virgo connects work across the org. Prior solutions and decisions surface before you spend a sprint redoing them.
See how reuse works →There's one MCP endpoint, no SDK required. Paste the config into Cursor, Claude, or anything MCP-compatible. Your agents start querying the graph.
{
"mcpServers": {
"virgo": {
"url": "https://your-team.virgo.fyi/mcp"
}
}
}