# META TAKTIKA
> Exploring how we make sense of change.
Public Ghost content for AI and LLM tooling. Use `/llms-full.txt` for consolidated page and post context.
Append `.md` to any post or page URL to get the content in Markdown (for example, `/example-post.md`).

## Pages
- [About Meta Taktika](https://www.metataktika.com/about.md) - I've always been fascinated by how complex systems actually work, not only when they function as intended, but especially when they don't. Sometimes they fail because they are compromised. Sometimes because of design decisions made years earlier. Sometimes because complexity quietly accumulates unt…

## Posts
- [The Architecture of Inheritance](https://www.metataktika.com/the-architecture-of-inheritance.md) - Some cities are built. Others are inherited. There are cities that impress because of their scale. Others because of their beauty, their skyline or beach side. Then there are cities, which tell stories. Think of Venice, New York or Mumbai, they tell the story of a particular time in history, of mig…
- [The Optimization Trap](https://www.metataktika.com/the-optimization-trap.md) - Every organization claims innovation to be their most valuable capability, yet nearly every management practice rewards its opposite: more utilization, more KPIs, more dashboards. This again results in less idle time, less ambiguity or variance, and eventually less or no innovation. This doesn't me…
- [AI - The Security Professional's next Maginot Line (Part 2)](https://www.metataktika.com/ai-the-security-professionals-next-maginot-line-part-2.md) - In the first part of this article, I argued that many organizations are approaching AI much like military planners approached the next war using lessons from the previous one. Or to put differently: organizations approach AI through the conceptual tools they already understand. This is not unusual.…
- [AI - The Security Professional's next Maginot Line (Part 1)](https://www.metataktika.com/ai-the-security-professionals-next-maginot-line-part-1.md) - This first article is intended to bring a wider and hopefully more strategic perspective to ongoing discussions around LLMs and AI. It is intentionally written as a strategic essay and neither claims to be a research paper, or otherwise to be scientific. The concepts discussed throughout are intend…

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- [Full content of pages and posts](https://www.metataktika.com/llms-full.txt)