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Vitalis_Devcore: autonomous AI development system built by solo developer using Hyperdimensional Computing, runs fully offline with self-healing and memory consolidation

Hacker NewsMay 30, 2026
Vitalis_Devcore: autonomous AI development system built by solo developer using Hyperdimensional Computing, runs fully offline with self-healing and memory consolidation

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3 Key Points

  1. Built by a single self-taught developer with no formal education or team, Vitalis FSI is a sovereign AI coding system that runs entirely on local hardware without external API calls or cloud dependency. The system was benchmarked 3/3 on reasoning mode accuracy and includes biological memory decay following the Ebbinghaus forgetting curve.

  2. The system detects and shifts between four reasoning modes (EXECUTION, RECOVERY, EXPLORATORY, ANALYTICAL) automatically based on context, consolidates memories during idle time through a DreamEngine component, and evolves five measurable personality traits over time based on accumulated experience—all without prompt engineering.

  3. Available via git clone at https://github.com/AnonymousNomad/Vitalis_Devcore with minimum requirements of Python 3.10+, 2GB RAM recommended, and 500MB storage; runs a live dashboard at http://localhost:5001 and requires no GPU or internet connection.

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