Knowledge, Context and Agentic Engineering for Knowledge Work

15 October 2026

Generative KI für Datenaufbereitung, Datenmigration und die Pflege von Interfaces

Agent-supported work on long-lived research data and interfaces

Event Göttingen Digital Academy, Göttingen Academy of Sciences and Humanities Language German Licence CC BY 4.0

Modules

Abstract

This hybrid half-day workshop examines how coding agents can support data preparation, migration and the maintenance of research interfaces. Case studies from archival data, OCR-to-TEI processing and static publication show how machine-readable project knowledge connects data and software. Participants then prepare a small sample of their own material, define acceptance criteria and inspect the resulting transformation.

Learning objectives

  • Identify tasks suited to deterministic scripts and tasks suited to model processing.
  • Describe project knowledge required for a maintainable transformation.
  • Formulate a bounded commission with acceptance criteria.
  • Inspect the resulting data and interface changes against the source material.

Outline

  1. Generative AI in long-lived research infrastructures
  2. Data migration, OCR-to-TEI and static interfaces
  3. Documented transformations with scripts and checks
  4. A bounded task on participant material

Slide Deck

The Slide Deck for this workshop is in preparation.

Lecture Notes

The Lecture Notes for this workshop are in preparation.

Literature and references

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