Enterprise-grade compilation-guard Agent: deterministic asset reuse for known sub-goals, bounded System 2 reasoning for unknown gaps. LLM proposes, code approves. | 企业级编译守卫 Agent — LLM 只提议，代码批准
python gradio asset-lifecycle rag fastapi retrieval-augmented semantic-cache llm-agent pydantic-v2 ollama qwen langgraph agent-orchestration customer-service-automation token-optimization deterministic-execution sqlite-fts5 enterprise-agent bounded-reasoning compilation-guard
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Aug 18, 2026 - Python