Receive specs with the customer context already attached.
Engineering should not have to reconstruct the product decision after work reaches the sprint. Coherence keeps the evidence, revenue exposure, and acceptance criteria with the handoff.
Spec packet
94%context complete
live preview
1
Specapproved
Acceptance criteria generated from customer-backed requirements.
2
Evidenceattached
Three quotes explain why the implementation needs audit history.
3
Linearpush ready
Issue body includes source links, scope boundaries, and open questions.
Evidence
Revenue
MCP ready
The job
- Understand why a spec matters before starting implementation.
- Review customer evidence without searching through calls and tickets.
- Give coding agents the same product context the PM used.
What changes
- Specs include customer quotes, ARR impact, and acceptance criteria.
- Less clarification before implementation starts.
- Agent-compatible handoff packets for Claude Code, Cursor, and MCP clients.
A real moment
The spec arrives with its receipts.
When onboarding friction becomes the approved priority, the engineer sees the original customer quotes, the ARR concentration, and the acceptance criteria in one packet. The work starts from the evidence instead of a short ticket title.
Decision trace
01
Evidence clustered
3 cited sources
02
Priority ranked
94% context complete
03
Execution ready
MCP ready