Vision

Describe a task or enter a website URL, choose a configured model, and get a feasibility verdict with implementation options. Augur shows provider-reported token usage when available and calculates an estimated analysis cost from configured model prices. Plan cost ranges are estimates for hypothetical monthly use.

The Problem

It can be hard to decide whether an AI workflow is plausible before building it. Augur gives an initial verdict and concrete plans for a task supplied by the user.

Current capabilities

Selectable provider: runs an analysis on one configured model at a time.
Usage provenance: separates provider-reported tokens from a cost estimate based on maintained prices. Missing usage is shown as unavailable.
Actionable plans: presents generated implementation steps and estimated monthly cost ranges.

Current boundaries

One selected model runs per analysis; Augur does not compare providers side by side or recommend the best model across them.
Cost is an estimate from configured prices, not a provider bill. If usage or model price is unavailable, no analysis cost is shown.
Results and feedback live in a global single-user store. Analysis routes are not scoped to an authenticated owner; use a trusted local deployment, not a shared public service, for sensitive tasks.
The default store is file-backed. The PostgreSQL schema exists, but the runtime adapter is not connected.