Cheklovlar va keyingi ishlar

• Embedding jadvali va pgvector mavjud, ammo to‘liq RAG retrieval pipeline yakunlanmagan.
• Conversation summary sxemasi bor, ammo avtomatik long-context summarization to‘liq production flow emas.
• Provider abstraction mavjud, lekin production implementatsiya Azure OpenAI/OpenAI-compatible bilan cheklangan; Bedrock tayyor provider sifatida ulanmagan.
• Provider fallback/circuit routing yo‘q; bitta model bitta providerga aniq bog‘langan.
• OpenAI compatibility asosiy chat/responses yuzasini qoplaydi, barcha eksperimental maydonlarni emas.

• Compose single-host baseline; multi-region yoki Kubernetes HA topologiyasi kiritilmagan.
• Avtomatik off-site backup, WAL/PITR va restore orchestration stack ichida yo‘q.
• Markaziy log aggregation, SIEM va to‘liq OpenTelemetry pipeline tashqi qatlamda.
• Provider/S3 real smoke testlari operator credential va tashqi dependency talab qiladi.
• Redis critical source of truth emas, ammo outage vaqtida rate-limit/coordination funksiyalari ta’sirlanadi.

Repo secure defaults va production preflight beradi, lekin host OS hardening, image scanning policy, secret manager, key rotation ceremony, WAF/DDoS, IAM review, penetration test va incident response tashkilot zimmasida.

1. Backup/PITR va muntazam restore drillni avtomatlashtirish.
2. Central logs, alerting va OpenTelemetry trace’larni yakunlash.
3. RAG ingestion/retrieval va evaluationni productionlashtirish.
4. Long-context summary policy va sifat testlarini qo‘shish.
5. HA deployment, connection pooling va queue capacity testlarini mustahkamlash.