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- Fetch: Telegram via t.me/s, Bale via Bot API, Divar via web-search (HttpClient, config-gated, graceful) - AI layer: DB-backed AppSetting (mode auto/manual, thresholds, AI endpoint/model/key/prompt/framework, auto-approve); OpenAI-compatible IAiAuditor (self-host/Iranian endpoints; fails safe to manual) - Pipeline: fetch → dedupe(hash) → parse → validate → AI audit → Discard/Flag/Queue/auto-publish (resolve-or-create facility) - Admin: /Admin/Settings automation+AI panel; queue shows confidence + AI verdict; flagged section - CI/CD: Dockerfile, docker-compose.prod.yml, .gitea/workflows/ci-cd.yml, nginx vhost, DEPLOY.md; forwarded headers + /healthz + prod reference-only seed; ports 22/80/443 only Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>