Martin Etchegaray

Content and context for the age of AI

AI context manager

Product management


Overview

ahcontext builds and maintains your personal AI context from four sources:

  1. what you've already accumulated (bookmarks, notes, files)

  2. what you accumulate as you save it (live bookmark stream)

  3. starter packs (pre-curated archetype bundles)

  4. what you generate through AI work (session outputs, project exports, decisions).

Key takeways

  • Solves the cold start problem: no more re-explaining who you are every time you open a new AI session or switch tools.

  • Context flows in both directions — from your saved knowledge into AI tools, and from AI session outputs back into your permanent store.

  • Start from a pre-curated archetype (Art Director, Video Editor, Researcher) and personalize from there, or build from scratch.

  • Treats context as a dynamic entity that demands individual signal.

© 2026 Martin Etchegaray. All rights reserved.