Ingest demand and telemetry
LiveCustomer calls, support notes, CRM signals, and product telemetry are grouped into a build-ready development brief.
Workspace
This is the development and design lane: customer evidence, telemetry, planning, UX, engineering, QA, docs, and release work all orchestrated from the same context instead of split across bespoke tooling.
Build Flow
Development should be downstream of real customer context, not disconnected from it. This flow shows how calls, telemetry, and roadmap demand can feed design, engineering, and release automation.
Customer calls, support notes, CRM signals, and product telemetry are grouped into a build-ready development brief.
Developer and design agents draft specs, architecture notes, wireframes, Figma tasks, and system diagrams from the same evidence set.
Engineering agents open issues, write code, create tests, and stage draft pull requests behind policy and repository allowlists.
QA, docs, and release agents generate test plans, changelogs, rollout notes, and launch-ready enablement artifacts.
What Can Be Automated
Turn meetings, support, product analytics, and account context into a unified engineering brief with direct evidence.
Create GitHub issues, implementation plans, draft code, and PRs that pause for review at the right control points.
Generate wireframes, architecture diagrams, flow maps, and content-system diagrams from workflow intent.
Draft developer docs, admin guides, release notes, migration notes, and sales enablement content from the build output.
Operating Lanes
Convert validated customer demand into implementation plans, issues, code, and release packages.
Produce UX concepts, wireframes, Figma-ready handoff, and journey diagrams without starting from a blank canvas.
Validate the change, capture known risk, and package the release for launch and customer follow-up.
Outcome