One analysis, two views
Every run returns a product framing and an implementation framing. Product sees the assumptions about user needs and acceptance criteria. Engineering sees the technical judgment calls and missing constraints.
Assumptions become answerable questions
Each flag is a question someone can resolve with a short reply. The answer stays attached to the ticket, so the context lives where the work happens.
Runs where tickets already live
Surfaced listens for Linear activity and posts its analysis as a comment on the ticket. The result is a clearer handoff whether the next step is Codex, Cursor, Claude Code, Linear Agent or an internal agent workflow.
Cost shown before every run
See the estimated ticket count, character volume, and a per-model cost range before you confirm. You decide what runs. Estimates are rough during beta and improve as we calibrate.
Bring your own AI key
Connect your own key for Claude Sonnet, OpenAI GPT, Gemini Pro, DeepSeek or Qwen. Keys are encrypted at rest and used only for the analyses you set up, including the ones that run on a webhook when you are away.
A manager view without the surveillance
Track assumptions resolved and an estimated range of staff time saved. No per-person scores, no leaderboards, no ranking your team against each other.