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Domain (Bulgarian real-estate) logic and Russian UI copy are hardcoded into the generic runtime, breaking the README
claim that domain behavior lives behind tools and prompts .
Evidence: src/runtime/pipeline/_retrieve.py:23-27 ...
telegram_bot/bot.py is a 2473-line god-file (sum CC=258, 80 symbols, 425 commits). The query/callback delegators are
already clean; the remaining mass is three cohesive-but-unextracted concerns.
Evidence: ...
背景
PR #168 のレビュー(#152 実装)で指摘された課題。
sandbox_create_pr は呼び出した即座に push + PR 作成を実行する。submit が持つ dry_run=True → 確認トークン → 実行 というフローがない。
誤って呼ばれた場合に取り消しが面倒なため、同様のフローを追加することを検討する。
提案
dry_run: bool = False ...
The streaming generation path crashes the user on a mid-stream LLM/network failure, while the non-streaming path
degrades gracefully.
Evidence: src/runtime/generation/service.py generate_answer_stream ...
Is it possible to add an option to cache downloaded files?
I usually create a requirements.txt file with some modules, then add newly required modules to fix build errors. It
takes several attempts to ...
The advertised typed workflow state is actually dict[str, Any] with ~25 magic-string keys, and the contracts.py
Protocols are untyped (*args/**kwargs).
Evidence: rag_pipeline (src/runtime/pipeline/rag.py) ...
The history tool can return summaries from the wrong conversation/deal because scope is missing from its semantic-cache
key.
Evidence: telegram_bot/agents/history_tool.py:84-140 builds the cache key without ...
Redis checkpointer init is a silent no-op, disabling persistence, HITL resume, and the degraded-startup signal while
logging success.
Evidence: telegram_bot/integrations/memory.py:310-347 create_redis_checkpointer ...
The documented human confirmation before CRM/write safety control does not execute.
Evidence (verified): _send_hitl_confirmation has 0 callers (find_callers - none). hitl.py:57-78 machinery is never
reached: ...
README Honest Scope says voice and Mini App were removed in #2791, but the code is still fully present and wired in
telegram_bot/bot.py.
Evidence (verified): handle_voice (bot.py:1404-1632, CC24) is registered ...

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