Every feature has to fit the conventions, the prior decisions, and the constraints already in the codebase. Virgo hands you that context before you write. The change reads like it belongs.
Ask how the codebase already does something. The house style comes back with its reasons attached: the pattern, the guarantees, and the incident behind the rule.
The pattern, the rule, and the precedent all feed the same graph. The next feature starts from how the team already builds.
Conventions retrieved for the change steer the engineer’s code and the agent’s draft.
The pattern, the delivery guarantees, and the incident behind the rule arrive before the first commit. The change drops in without a second webhook system to maintain.
A coding agent handed a one-line ticket writes a generic version of the feature. Pointed at the graph, it retrieves the pattern, the guarantee, and the constraint behind them over MCP. It writes the version that fits.
Early evaluations reached 97% context retrieval accuracy, compared with about 68% for baseline RAG or hybrid search when retrieving the team’s conventions and prior decisions before writing a feature.
Built on Context retrieval → and Decision lineage →