MX Far Future Ideas

Status: Ongoing collection

Rules

• Every idea includes expected user impact.
• Every idea maps to at least one workstream.
• Every idea states why it is out of current milestone scope.

Milestone tasks

dft core (Sr Engineer Architect)

• ☐Experiment design for future bets — Design validation experiments for versioning and migrations so future bets can be tested before major investment.
• ☐Future opportunity research — Capture long-horizon opportunities for YAML contract and normalizer with user impact and strategic fit.
• ☐Prerequisite and dependency mapping — Map enabling prerequisites and dependencies for execution/runtime adapters to reduce future startup cost.

cloud suite (UI Design and Frontend Dev)

• ☐Experiment design for future bets — Design validation experiments for account/project lifecycle flows so future bets can be tested before major investment.
• ☐Future opportunity research — Capture long-horizon opportunities for workspace and onboarding UX with user impact and strategic fit.
• ☐Prerequisite and dependency mapping — Map enabling prerequisites and dependencies for sharing and collaboration surface to reduce future startup cost.

inspect profiler (Sr Engineer Architect)

• ☐Experiment design for future bets — Design validation experiments for analyst-facing inspector experience so future bets can be tested before major investm…
• ☐Future opportunity research — Capture long-horizon opportunities for profiling pipeline with user impact and strategic fit.
• ☐Prerequisite and dependency mapping — Map enabling prerequisites and dependencies for semantic inference and context quality to reduce future startup cost.

mcp analyst agent (Data AI Engineer Architect)

• ☐Experiment design for future bets — Design validation experiments for eval and guardrail framework so future bets can be tested before major investment.
• ☐Future opportunity research — Capture long-horizon opportunities for MCP tool execution model with user impact and strategic fit.
• ☐Prerequisite and dependency mapping — Map enabling prerequisites and dependencies for agent prompt/workflow behavior to reduce future startup cost.
• ☐Streaming YAML generation with early query execution — When AI generates a dashboard, stream the YAML and begin executing queries as they arrive rather than waiting for the f…

ft dash packs (Data Analysis Evangelist and AI Training)

• ☐Experiment design for future bets — Design validation experiments for pack publishing workflow so future bets can be tested before major investment.
• ☐Future opportunity research — Capture long-horizon opportunities for connector pack coverage with user impact and strategic fit.
• ☐future: Dashboards on permissions/access — Define future connector dashboard pack focused on permissions/access analytics and governance visibility.
• ☐future: github data — Define future GitHub analytics dashboard pack concept with engineering productivity and delivery health narratives.
• ☐Prerequisite and dependency mapping — Map enabling prerequisites and dependencies for dashboard narrative quality to reduce future startup cost.

ide extension (Head of Engineering)

• ☐Experiment design for future bets — Design validation experiments for inspector/agent integration in IDE so future bets can be tested before major investme…
• ☐Future opportunity research — Capture long-horizon opportunities for editor + preview workflow with user impact and strategic fit.
• ☐Prerequisite and dependency mapping — Map enabling prerequisites and dependencies for IDE diagnostics and guidance to reduce future startup cost.

chart library (rj)

• ☐Experiment design for future bets — Design validation experiments for interaction/accessibility polish so future bets can be tested before major investment.
• ☐Future opportunity research — Capture long-horizon opportunities for visual language system with user impact and strategic fit.
• ☐Prerequisite and dependency mapping — Map enabling prerequisites and dependencies for chart default behavior to reduce future startup cost.

context catalog nimble (Data AI Engineer Architect)

• ☐Experiment design for future bets — Design validation experiments for cross-surface context contract so future bets can be tested before major investment.
• ☐Future opportunity research — Capture long-horizon opportunities for context schema model with user impact and strategic fit.
• ☐Prerequisite and dependency mapping — Map enabling prerequisites and dependencies for context enrichment rules to reduce future startup cost.

dashboard factory (Data Analysis Evangelist and AI Training)

• ☐Experiment design for future bets — Design validation experiments for publication throughput operations so future bets can be tested before major investmen…
• ☐Future opportunity research — Capture long-horizon opportunities for template production pipeline with user impact and strategic fit.
• ☐Prerequisite and dependency mapping — Map enabling prerequisites and dependencies for quality rubric + review process to reduce future startup cost.

infra tooling (Sr Engineer Architect)

• ☐MX far-future portfolio review and disposition — Own the far-future milestone review artifact: confirm the portfolio is current, rank ideas with prerequisites and owner…

integrations platform (Head of Engineering)

• ☐Experiment design for future bets — Design validation experiments for reliability + launch operations so future bets can be tested before major investment.
• ☐Future opportunity research — Capture long-horizon opportunities for platform deployment/integration path with user impact and strategic fit.
• ☐Prerequisite and dependency mapping — Map enabling prerequisites and dependencies for billing/connectivity operations to reduce future startup cost.