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1. Pattern catalog — A documented set of architectural patterns for LLM integration, grounded in a real production system, described using the standard context/forces/solution/consequences format.

2. Pattern interactions and lifecycle — The patterns are not independent. They compose (pre-computation enables batching) and evolve over a system’s lifetime (Wizard of Oz → specialized tool → LLM as fallback). Documenting these interactions is a contribution beyond individual patterns.

3. Validation — Several avenues:

   • Evidence from Zeeguu’s production deployment (cost savings, latency improvements, quality metrics)
   • Contributions from other practitioners with complementary examples would be good
   • Mining GitHub/open-source projects for additional instances (potentially a separate MSR paper)

← All patterns