Architecture

Vaner has two loops:

• Ponder loop (idle path): predicts likely next prompts, explores plausible branches, and pre-builds artifacts.
• Answer loop (hot path): ranks and assembles the best context package for the real prompt.

Core components

Behavioral memory and intent modeling

Vaner adapts to workflow patterns over time using local history and recent interactions.

Exploration frontier

The planner admits and prioritizes speculative scenarios from graph signals, conversation flow, and prompt patterns.

Artifact store and replay memory

Vaner persists prepared context artifacts and replayable evidence so prompt-time decisions stay fast.

Prompt-time broker

When a real prompt arrives, the broker scores candidate artifacts under token and privacy constraints, then returns the best package.

Safety and policy gate

Every package is filtered by explicit path scope, exclusion rules, and redaction policy before delivery.