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franktatjana/README.md

Tatjana Frank

I design systems for how knowledge gets captured, structured, and made useful over time, working at the intersection of enterprise architecture, AI tooling, and the kind of operational thinking that turns fragmented expertise into something other people can build on.

Most of what I create starts with a question about why things keep getting lost: the same decisions made twice, good frameworks that never travel, gaps between strategy and execution that are always wider than anyone planned for. The answer is usually structural, and the solution is usually a better model, not more process.

My current focus is on agentic systems as a design medium, specifically how multi-agent architectures can enforce the discipline that humans agree to in principle but abandon under pressure, and how governance structures need to evolve when the agents executing them can learn and adapt.

What I think about

Good structure, in thinking, learning, working, communicating, sharing, is a skeleton, not a corset. It holds everything together so you can move freely.

  • Knowledge architecture and how expertise survives organisational change
  • Multi-agent governance and the discipline gap between strategy and execution
  • Reusable frameworks that travel across teams, contexts, and time
  • The structural reasons why good ideas don't propagate
  • Agentic systems as enforcers of decisions humans make but don't keep
  • Enterprise patterns for turning fragmented expertise into operating models

What lives here

Conceptual frameworks and architectural patterns for enterprise knowledge systems, agent governance models, and the foundational thinking behind tools I build elsewhere. If you're looking for running code, you're one tab away.

Background

Solution Architect focused on Security and Observability across enterprise environments, working across EMEA on deals and transformations where the technical and the strategic are impossible to separate, and where the real work is getting complex knowledge to move reliably between people, teams, and systems.

@franktatjana's activity is private