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Dev Tools · 3h ago

Developer builds file-based continuity system for AI tutor

By Meridian48 News Desk · Summarised from DEV Community ·

A developer created DDF/Rahmenwerk, a file-grounded system to preserve an AI German teacher's context across chat sessions and future AI instances. The system uses pointers, handoff materials, and integrity manifests to maintain continuity. The developer now seeks feedback on whether the framework is overengineered for its purpose.

Meridian48 take
The project highlights a common tension in AI tooling: building robust continuity without letting the governance framework overshadow the core task.
Read the full reporting
I built a file-grounded continuity system for my AI German teacher—what am I overcomplicating? →
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