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H4dis摘要
公司法22-1申報的計費自動化。唯一真相＝記帳客戶旗標 company_act_22_1_filing；登記模組的 CompanyFiling/FilingHistory 僅存歷程與帳密。純登記（非記帳）客戶不在此自動化範圍。
改了什麼
- 新增記帳側「公司法22-1申報」專用管理頁：列出勾選客戶與「本年度已建記錄」狀態；批次按鈕掃全部勾選客戶。
- 跨模組下推：批次經 registration.services.create_or_refresh_annual_filing ...
joe700619
Motivation
- Provide a standalone Python package to collect Yandex Metrica data, normalize it, extract signals, build visit-level
analyses and produce explainable recommendations and reports.
...
codex
alexbreez
Follow-up to #1316 / PR #1321 — closes the last sub-10 item from the /rhiza_quality scorecard (CI/tooling health 9
→ 10).
Why
The ci-gate roll-up currently aggregates only test + typecheck. Lowest-direct ...
tschm
Updates C-40 with two things surfaced this session:
1. The samples/uncertainty requirement raises C-40 s priority. Moving from point estimates to S-sample distributions
makes the pandas gate scale ...
Polichinel
Adds an opt-in memory heuristic to iter_batches for packing frames into batches of roughly equal downstream RAM — the
foundation for the batched torch_sim.SimState reader that follows.
What
- iter_batches(memory_scales_with=..., ...
theochemtheo
Summary
- application-prod.yml was missing the api.security.resend.api-key placeholder, so the production container failed to
start with PlaceholderResolutionException when Spring tried to autowire ...
theHELDERscrolls
CR-SEC-5 (HIGH): TOTP code replay
A valid 6-digit code stayed usable for its whole ~90s window (±1 period for skew), so a sniffed/observed code could be
replayed to mint a second app session.
Fix
...
SpiritSLO-UK
… textbook seed
- Timezone: frontend lib/datetime formats UTC timestamps in Asia/Ho_Chi_Minh
- Math: KaTeX rendering ($...$ inline, $$...$$ block) in chat + quiz text
- Quiz review + Grade: /quizzes/grades/me ...
Scobydoo1
Follow-up log-hygiene fix surfaced (as pre-existing, out-of-scope) during the adversarial review of #4808.
Problem
PathValidator.validate_local_filesystem_path logged the full resolved validated_path ...
ai_code_review
LearningCircuit