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Duplicate Stripe Customers Created for the Same Email
Problem
There are two independent code paths that create Stripe customers, and they use different lookup strategies, leading to
duplicate customers ...
bug
Describe the bug A language inconsistency has been identified in the Enatega Multivendor Admin Dashboard. After changing
the language, the status in the Dispatch and Withdraw Requests sections is still ...
Manual What-If is currently overforecasting the 2026-05-21 6 PM case because V3 logic can force the absolute top-analog
P90 crest. That produced about 19.26 ft for an observed 16.99 ft peak.
Requested ...
Vision
The pipeline currently has a numpy output path (PredictionFrame, ADR-047) but a pandas input path (parquet → DataFrame →
numpy). The target architecture:
FeatureFrame (numpy) → VolumeHandler → ...
enhancement
Product placement: late + advisory; one section score next to desk-reject
De-AI belongs late in the submission flow as a polish pass, never a drafting gate.
Tasks
- In academic-chapter-writer: run ...
type:enhancement
Architecture: detect → delegate-rewrite → verify (no LLM in CRANE)
CRANE owns detect/score/verify; the client LLM owns rewrite. Add the delegation + verification primitives.
Tasks
- get_deai_rewrite_directive(text) ...
type:enhancement
https://docs.google.com/document/d/13ZbHNY89p_0mr66FxbHcNzgaT8qyRlZj7mHXnBCWl_Y/edit?tab=t.0
POS-bigram uniformity (optional, one light dependency)
The strongest single stylometric feature (lit 2304.05534): AI text has more uniform POS-bigram transition distributions.
Tasks
- Add an optional ...
type:enhancement
요청
릴리즈(v0.5.4)와 그간 작업을 반영해 README 의 버전·표기를 현행화한다.
변경
- 루트 README ## 버전 의 레포 태그 v0.1.0 → v0.5.4
- 루트 README 기술 스택의 크롤러 설명을 강화된 파이프라인(정규화·청크 비교·필드 단위 갱신)으로 정정
- welfare_backend/README.md 의 인제스트 ...
documentation
New deterministic detectors (each calibrated via #A to ≥0.90 precision)
1. AI_VOCAB → collocations — unigrams ( robust , comprehensive ) are standard ML terms → high FPR. Score curated
bigrams/trigrams ...
type:enhancement

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