sync: migrate ai-operator to Gitea (2026-08-10)

2026-08-10 15:26:52 +00:00
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+# Next Steps
+
+TZ-05 implemented the VoiceProvider abstraction, FakeVoiceProvider, and OpenAI Realtime skeleton. The next implementation stage is:
+
+- TZ-06: Conversation State Machine.
+
+Planned sequence:
+
+- TZ-06: Conversation State Machine.
+- TZ-07: Language Selection.
+- TZ-08: Region Resolver.
+- TZ-09: Knowledge Base / RAG.
+- TZ-10: Agent Prompt and Tools.
+
+Do not switch the production inbound route until language/region policy, voice provider behavior, media handling, and rollback are tested end to end.
+
+## After TZ-06
+
+Next: TZ-07 Language Selection. Implement language selection behavior on top of the strict `set_language` tool and state machine. Do not enable production routing yet.
+
+## After TZ-07
+
+Next: TZ-08 Region Resolver. Language is now selected and guarded in code; region still requires a normalized resolver before Knowledge Base work.
+
+## After TZ-08
+
+Next: TZ-09 Knowledge Base / RAG. Language and region are now normalized and guarded in code; `search_knowledge_base` remains a stub until the KB layer is implemented.
+
+## After TZ-09
+
+Next: TZ-10 Agent Prompt and Tools. The KB/RAG layer can now return chunks and citations; TZ-10 should turn those results into guarded user-facing answers and tool behavior.
+## After TZ-10
+
+Current completed stage: ТЗ-10: Agent Prompt and Tools.
+
+Next: ТЗ-11: Human Handoff.
+## After TZ-11
+
+Current completed stage: ТЗ-11: Human Handoff / Fallback.
+
+Next: ТЗ-12: Logging, Transcripts and Audit.
+
+
+## Next
+
+ТЗ-13: Security Hardening.
+
+## After TZ-12
+
+Current completed stage: ТЗ-12: Logging, Transcripts and Audit.
+
+Next: ТЗ-13: Security Hardening.