G.12:8 — Consequences

Preface node heading:g-12-8-consequences:84561

What this page is

This is generated FPF reference text from the specification preface or supporting sections. It helps interpret FPF; it is not FPF Reference product documentation.

Methodology

Use it to understand how the specification wants to be read, then return to a route, pattern, or work packet for active work. Cite generated IDs only when the wording changes the task decision.

Content

  • Dashboards become reproducible artefacts, not screenshots. A DHCRow@Context is re‑derivable under pinned editions and evidence windows.
  • Selective maintenance becomes possible. Telemetry pins let G.11 refresh what changed (path slice / window / method edition), rather than rerunning the entire pipeline.
  • Illicit scalarization is structurally discouraged. Set‑returning and CN/CG-governed semantics are preserved into the dashboard layer.

Last Updated: 2026-06-17 — upstream FPF commit 646b0b9b (github.com/ailev/FPF)