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Till Döhmen

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Jul 2026

Distilled documentation for dialect-specific SQL generation

This work analyzes query logs from MotherDuck, a cloud analytics platform built on DuckDB, to show that real-world SQL extends far beyond analytical queries, with users frequently employing dialect-specific functionality that LLMs struggle with.

Till Döhmen, Adithya Krishnan, Hamilton Ulmer et al. · 0 citations

Towards a Context Layer for Self-Improving Data Agents

It is argued that the key challenges are bridging the gap between personal and organizational memory, building effective agentic retrieval beyond naive RAG, and enabling organizations to evaluate their agents against their own data through self-serving evals.

Till Döhmen, MotherDuckNetherlands, Jacob Matson et al. · 0 citations