fluid-core/workplans/FLUID-WP-0005-fluid-insight.md

id	type	title	domain	repo	status	owner	topic_slug	created	updated	planning_priority	planning_order	depends_on
FLUID-WP-0005	workplan	FLUID Insight - observation plane (Blueprint Phase B)	infotech	fluid-core	active	worsch	fluid-core	2026-09-04	2026-09-04	high	4	FLUID-WP-0004

FLUID-WP-0005 - FLUID Insight

Turn traffic into evidence. Deterministic heuristics only at this stage — no model inference anywhere in this workplan.

T01 - Telemetry ingest and normalizer

id: FLUID-WP-0005-T01
status: todo
priority: high

Request, error, sequence, adoption and explicit-feedback events into one normalized interaction event (Blueprint §6.1).

T02 - Redaction and privacy filter

id: FLUID-WP-0005-T02
status: todo
priority: high

Field exclusion, pseudonymization, tenant isolation, retention, cohort minimum sizes (§6.2). Raw payload capture is off by default and must stay that way — FLUID learns about the interface, not about people.

T03 - Cohort engine

id: FLUID-WP-0005-T03
status: todo
priority: medium

Coarse, stable, comparable over time (§6.3). Resist granularity: cohorts should not be more specific than the analysis requires.

T04 - Interaction topology analyzer

id: FLUID-WP-0005-T04
status: todo
priority: high

Recurring call-sequence detection (§6.4) — the signal that makes FLUID more than error counting.

T05 - Pressure classifier

id: FLUID-WP-0005-T05
status: todo
priority: high

The ten pressure classes from §6.5. Classification retains evidence references in every case.

T06 - Pressure registry

id: FLUID-WP-0005-T06
status: todo
priority: high

Deduplication, aggregation, frequency, severity, confidence, and the §9 lifecycle. Pressure may remain unresolved on purpose — not every mismatch deserves adaptation.

T07 - Fitness engine

id: FLUID-WP-0005-T07
status: todo
priority: high

Blueprint §18: primary metrics, guardrails, secondary and learning metrics kept distinct. Baseline and measurement window are retained, never recomputed.

T08 - Explicit feedback collector

id: FLUID-WP-0005-T08
status: todo
priority: medium

API Standards §15. Accepted over the wire, stored as evidence, and never treated as authority to change anything.

T09 - CLI and pressure API

id: FLUID-WP-0005-T09
status: todo
priority: medium

Blueprint §44.2 plus fluid pressure list|show|dismiss, fluid cohort list, fluid fitness compare.