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# Making Documentation AI-Ready: Preparing Your Docs for the LLM Era


- **Date:** Friday, Jul 10, 2026
- **Time:** 09:40–10:10 (30 min)
- **Room:** Airstream 2
- **Event:** World Congress 2026 Europe

## Recording

[Watch recording](https://www.wearedevelopers.com/videos/100199-making-documentation-ai-ready-preparing-your-docs-for-the-llm-era)

## Description

Your technical documentation has a new audience, and it doesn't read like humans do.

Every day, developers engage with your docs through AI tools. They ask ChatGPT to explain your API. They use Copilot to turn your examples into code. What started as human-to-human communication has evolved into a three-way conversation: human → documentation → AI → human.

This shift creates both opportunity and risk. Clear, well-structured docs help AI deliver accurate answers. Messy docs spread misinformation at scale.

In this talk, you'll learn Contextual Density Mapping: the content writing practice of giving AI enough context to understand concept relationships while keeping content readable for humans. We'll cover practical techniques including the Context Sandwich (layering information for different audiences), Explicit Relationship Mapping (making connections crystal clear), Progressive Context Disclosure (from general to specific), and Contextual Anchoring (connecting new concepts to established ones).

## Speaker

### [Edvin Teskeredzic](https://www.wearedevelopers.com/@edvin-teskeredzic)

Senior AI Software Engineer at Infobip


## Related talks at this congress

- [Your Docs Are Now AI Infrastructure (Treat Them Like It)](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1333-your-docs-are-now-ai) — Emil Sorensen
- [Event-Driven AI Agents: Orchestrating Long-Context Legal Processing at Scale](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1168-event-driven-ai) — Luca Bianchi
- [Building the next generation of AI developer tools](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1074-building-the-next) — Krzysztof Cieślak
- [From Hallucination to Justification: Hands-On Explainability for LLMs](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1239-from-hallucination) — Lucía Conde-Moreno, Tessel Haagen