Live cost meter
Every completion writes a usage row. Tokens in, cached tokens, tokens out, and dollars are on screen while the reply streams.
Scheduled agents
A prompt, a cadence, a tool budget. Runs are claimed atomically so nothing double-fires, and every run keeps its step trace.
Cache-first by design
Frozen system prefix, append-only history, budgeted context. DeepSeek's cache discount is the default path, not an optimisation.
Tools that verify
Fetch a URL, search, calculate, send mail. Every tool result is bounded, logged, and metered like any other token.
Multi-tenant from day one
Workspaces, roles, API keys, Stripe subscriptions, entitlement derived from billing status. Yours to resell.
Runs anywhere
Desktop, tablet, phone. No framework, no bundle, no build step — a page that loads in one request.
What it does in a week
Point an agent at a pricing page and it reports the change. Point one at your inbox and it drafts the replies you would have written. Point one at a competitor and it accumulates a log you can audit.
Every run is metered, so an agent that is not worth its cost shows up as a number instead of a feeling.