David Kozák International

Kvalifikovaní řemeslníci pro evropské firmy

  • Domain:

    aegis.d-international.eu

  • Product:

    Protocol: Aegis

  • Architecture:

    Local-first inference, MV3 extension

  • Runtime:

    Scan, classify, rewrite, suppress, audit, revert

  • Stage:

    Functional MVP stack

PROTOCOL: AEGIS

AI defense layer for decision environments

AEGIS is not another adblocker. It reads the web as a decision environment and detects pressure patterns such as urgency, scarcity, confirmshaming, asymmetric cookie banners, and aggressive tracking layers.

What AEGIS solves

  • Detection of manipulative patterns across text, visual cues, and page behavior
  • Rewrite of pressure copy into a more neutral form
  • Suppression of urgency effects without breaking layout
  • Cookie banner normalization for a clearer consent flow
  • DOM revert for reversible interventions
  • Auditable intervention model for future team and enterprise modes

MVP technical loop

The current stack combines a product website, browser extension runtime, local inference bridge, and shared typed contracts. Runtime works in a closed loop:

scan → classify → rewrite / suppress → audit → revert

The extension layer is built on Manifest V3. It includes a content scanner, background orchestration, sidepanel UI, inference bridge, and /api/aegis/evaluate endpoint. If Ollama is running, the system can use a local model; otherwise it falls back to a local policy engine.

Product positioning

AEGIS defines a cognitive defense software category. It protects not only against ads and tracking, but against manipulation of the decision environment itself.

Roadmap

  • End-to-end verification of unpacked Chrome flow
  • Live threat feed based on runtime data
  • Audit trail export
  • Dataset of manipulative patterns in Czech and other languages
  • Team licensing and enterprise on-prem policy mode

The project runs at aegis.d-international.eu.

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