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mohitkumharParent: #40\n\n## Goal\nAdd diagnostic sensitivity analysis for candidate/blend/custom formulas so Glutenix can explain
how ingredient perturbations affect score, process/blend/flavor components, properties, ...
type: feature
LoryBug
Problem
The concept-group candidate generator emits keys with trailing hyphens — 209 of the 602 keys in the committed
reg_meta_build/concept_groups.auto.toml (e.g. artal-person-, betyg-i-franska-, kon-person-). ...
enhancement
reg_meta_build
adamaltmejd
Iter 442 — small wiring drift guard.
backend/src/main.py wires slowapi to FastAPI in two coupled lines:
app.state.limiter = limiter # line 80
@app.exception_handler(RateLimitExceeded)
async def rate_limit_handler(...): ...
yi-fan-song
Machine-Readable Contract
contract_schema_version: v1
issue_kind: implementation
goal_ref: provider-mapping.md / runtime-portability.md に agy provider SSOT を追加する
change_kind: docs
parent_issue: 104
closure_mode: ...
phase/implementation
squne121
Goal
Replace fake/admin-only assumptions with real backend authentication, tenant context, and permission enforcement for the
practical MVP path.
Scope
- [ ] Replace fake frontend login with real ...
priority:p1
type:task
YutakaX17
Goal
Add an idempotent Django demo seed that creates the complete demo tenant, built-in Field Ops plugin registration,
admin/RBAC, builder objects, and active dev package path.
Scope
- [ ] Create ...
priority:p1
type:task
症狀（Young 2026-06-21 截圖，方大哥早報過仍在）
朗讀辨識失敗時，micError「辨識失敗，請重錄一次」以半透明文字疊在課文上（無不透明底、與後面課文字重疊）→ 完全看不清。
要的樣子
參考既有 amber fallback banner「高品質辨識暫時失敗，這是粗略結果…」（FullReading.tsx:395 / LiveTutor.tsx:762）——不透明底 + ⚠ ...
merged-to-staging
Youngger9765
Aktuell laufen Dockerfile und CI auf Python 3.12, das seit Okt 2025 nur noch security-fixes erhält (kein
Bugfix-Maintenance mehr, EOL 2028-10).
Migration auf Python 3.14 (neueste stabile Version, 3.14.6 ...
epic:infra
phase:C-robustness
priority:medium
type:chore
LeekiGitHub
Epic A — Gateway unblockers · GW · S
Scope: Add owning workspace + scope (personal/shared) to each citation in /workspaces/{ws}/query; sensitivity already
carried.
Acceptance: Every citation carries ...
area:gateway
gw
size:S
mendelabramzon
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