Built on your real codebase
Self-improving
products
General Context turns strong product signals into sandboxed improvements against your real codebase, so PMs and engineers can test working changes before they ship.
Preview before handoff. Human review before anything ships.
spec.dev/spaces/spending-limit-warning
Why this space exists
Customers managing spend in finance reviews are getting surprised too late.
Signal evidence
14
Customer mentions
2
Renewal-risk accounts
Billing dashboardHigh strategic value
Spending limit warningReady for review
Scope: one flowPreview
Billing dashboard with proactive warning state
Approaching limit
82%
On track to cross threshold in 9 days.
Create Linear ticket
Iterate
Discard
What changed
Added an earlier warning module, surfaced projected timing.
Diff touches 5 files3 persona validations passed