Four years. One laptop. One Samsung tablet. No degree. No team. No funding.
This is what I built.
What is Vitalis FSI?
Vitalis FSI is a fully autonomous self-healing AI development system
that runs entirely on your hardware. No OpenAI. No Anthropic.
No cloud. No subscription. Forever.
It uses Hyperdimensional Computing as the reasoning substrate
instead of transformers. That means it reasons, learns, and
evolves using binary vector mathematics instead of neural networks.
Proof it works — three benchmark runs
Run 1: 19.27ms per cognitive cycle — 5/5 mode accuracy
Run 2: 7.70ms per cognitive cycle — 5/5 mode accuracy
Run 3: 7.70ms per cognitive cycle — 5/5 mode accuracy
Getting faster every run. Never failing.
What makes it different
It shifts its own reasoning modes based on context alone.
No prompt engineering. No instructions. Pure emergence.
EXECUTION → scaffold authentication
RECOVERY → fix broken connection
EXPLORATORY → explore novel abstraction
ANALYTICAL → analyze and verify
Every mode fired correctly. Every time.
It also:
- Consolidates memory while idle like a sleeping brain
- Strengthens patterns from success, weakens from failure
- Crystallizes its own decision rules from experience
- Develops a measurable personality over time
- Runs a semantic diff that understands meaning not just text
Built with
- Python
- Hyperdimensional Computing
- Custom HDC engine in C
- Zero external model dependencies
Links
GitHub: https://github.com/AnonymousNomad/Vitalis_Devcore
HuggingFace: https://huggingface.co/FerrellSyntheticIntelligence/Vitalis_Devcore
If this resonates with you, a star goes a long way.
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