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Description: List components should display No data empty state when applicable. Acceptance Criteria:
- Empty states present on all list views
enhancement
Goal
Define and implement one canonical solver result-summary contract, or explicitly document the intended relationship
between the current result shapes.
Motivation
aieng-ui/backend/docs/simulation_runner_audit.md ...
enhancement
P1
trust-layer
RQ25: Out-of-sample corrected router — does the lang-id threshold generalize to a held-out AISHELL-4 split?
Background
RQ16 (PR #912) found that the corrected router (lang-id entropy detector at threshold ...
experimental/frontier
Description: Components that fetch data should display user-friendly error states. Acceptance Criteria:
- User-friendly error messages on fetch failures
enhancement
Description: Several components fetch data but lack loading skeleton during fetch. Acceptance Criteria:
- Loading skeletons visible during data fetch
enhancement
Goal
Create a one-prompt, agent-guided setup path that gets a new user from a clean packaged setup to a running AIENG
Workbench in about 10 minutes under clearly stated prerequisites.
The intended user ...
distribution
enhancement
generation-ux
P0
Description: Escrow-related pages have no metadata exports. Acceptance Criteria:
- Escrow pages have proper SEO metadata
SEO
Drift Alert
The monitoring workflow detected data or concept drift in the Feb 2-28 window.
Detected Patterns
- Pattern 1: trip_count distribution drift (KS p 0.05, PSI elevated)
- Pattern 2: Lag ...
drift-alert
monitoring
Task ID: IS-112 Area: SDLC Wave / priority: SDLC Repo Foundation — Tier 0 (highest priority / next up) Owning spec:
backend-specs/07 (CI) · AGENTS.md (Code Contributions)
Add automated, AI-assisted code ...
priority:P0
type:task
Is your feature request related to a problem? Please describe.
the long syntax of crs is not widely known, when used, pygeoapi returns an error
https://demo.pygeoapi.io/master/collections/dutch_castles/items?crs=EPSG:28992 ...
enhancement

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