Systems Engineer
flowchart TB
%% Evolution Timeline
AI[Advancing AI]
CYBER[AI Cyber Arms Race]
VERIFY[Cryptographic Verification]
DECENT[Decentralized Systems]
QUANTUM[Quantum Threat]
PQC[Post-Quantum Security]
AI --> CYBER
CYBER --> VERIFY
VERIFY --> DECENT
DECENT --> QUANTUM
QUANTUM --> PQC
%% FRAME Core
PQC --> FRAME
subgraph FRAME[decentralized os]
User[Human]
LocalAI[Local AI]
LocalState[Local State]
LocalLedger[Local Ledger]
LocalStorage[Local Storage]
LocalIdentity[Local Identity]
User --> LocalAI
User --> LocalState
LocalAI --> LocalLedger
LocalAI --> LocalStorage
LocalAI --> LocalIdentity
end
%% Distributed Layer
subgraph Distributed Layer
PeerMesh[Peer Mesh Network]
SharedState[Shared State]
Assets[Digital Assets]
Automation[Automation]
end
LocalLedger --> PeerMesh
LocalIdentity --> SharedState
LocalAI --> Automation
LocalState --> Assets
%% Public Layer
subgraph Public Internet
PublicChains[Public Chains]
Markets[Open Markets]
Services[Public Services]
GlobalIdentity[Global Identity]
end
PeerMesh --> PublicChains
PublicChains --> Markets
PublicChains --> Services
PublicChains --> GlobalIdentity
%% Security Evolution
Passwords[Passwords]
MFA[Multi-Factor Auth]
HardwareKeys[Hardware Security Keys]
CryptoID[Cryptographic Identity]
DID[Decentralized Identity]
PQID[Post-Quantum Identity]
Passwords --> MFA
MFA --> HardwareKeys
HardwareKeys --> CryptoID
CryptoID --> DID
DID --> PQID
PQID --> LocalIdentity
%% Convergence
AI2[Artificial Intelligence]
Crypto[Cryptography]
Quantum[Quantum Computing]
Distributed[Distributed Systems]
Identity[Digital Identity]
AI2 --> Trust[Trust Layer]
Crypto --> Trust
Quantum --> Trust
Distributed --> Trust
Identity --> Trust
Trust --> FRAME
%% Future State
FRAME --> Future[Future Internet]
Future --> Centralized[Centralized Services]
Future --> Decentralized[Decentralized Services]
Future --> UserOwned[User-Owned Data]
Future --> AgenticAI[Agentic AI]
Future --> SecureIdentity[Secure Identity]
Future --> PQSecurity[Post-Quantum Security]
githubs official status page no longer shows:
latest CVE's
| Vertical | Organization | Core Innovation | Status |
|---|---|---|---|
| Decentralized Identity & OS | FRAME | Deterministic local first runtime with capability scoped execution, receipt chaining, and fully replayable state |
Prototype/Active Development |
| OBD2 + LLM Vehicle Monitoring | Gauge OBD | Live OBD2 data to Bluetooth dongle directly into an AI to deliver plain English explanations, failure predictions, and sleek Markdown dashboards in real time |
Alpha/Active Development |
| AI System | NEURA | Policy driven, self correcting AI agent with tool orchestration, structured fact extraction, conflict detection, econciliation loops, and memory guided decision making |
Active Development |
| CLI Harness | kcode | Local first AI coding harness with persistent memory, context virtualization, lossless retrieval backed compression, dynamic tool orchestration, local sidecar routing, semantic context paging, and tool grounded long session execution |
Release / Active Development |
Note
Projects listed as Experimental are on hold..
| Vertical | Project Name | Core Innovation | Status |
|---|---|---|---|
| Custom Dialects for LLM's | llm-interlang | Efficient LLM interaction / token optimization for multiagent systems | Release |
| Model Tokenization | ollama-vocab-tokenizer | Fast model tokenization endpoints with vocab-only cache | Release |
| ChatGPT Lag Fixer | Trimwise Fork | Improves ChatGPT performance with virtual scrolling | Release |
| Agentic Workflow Enabler | ChatGPT Chrome Bridge | Automates ChatGPT via Chromium over SSH (no API key) | Release |
| MacOS Virtualization | OSXVenturaDocker | macOS Ventura on Windows 11 via WSL2, QEMU, Docker | Release |
| Browser Extension Utility | 404 Redirect | Redirects 404 pages to archive sources | Release |
| Hypervisor Control Panel | hyperv-ascii-orchestrator | Local HyperV dashboard with no cloud dependencies | Release |
| Cognitive Architecture Simulation | drol | Deterministic Reasoning Optimization Layer | Release |
| Neuro Symbolic AI | MeRNSTA | Dynamic contradiction suppression via causal graph analysis | Research |
| Cryptography | SHA256-90R | Extended AES/SHA variants with additional rounds | Experimental |
| Quantum Computing | qSHA256 | Quantum SHA-256 implementation using Qiskit | Experimental |
| Metadata Resistant Tunneling | SignalTunnel | TCP/UDP tunneling over Signal protocol | Experimental |
| Security Sensor Fusion | Security Obelisk | Cameras SLAM + Wi-Fi localization fusion system | Experimental |
| Car Computing Platform | Road Arch | Vehicle dashboard with SDR, OBD, DSP, camera, GPS integration | Experimental |
| Negentropy Backed Blockchain | Entropy Ledger (ENL) | Quantum ledger using negentropy consensus | Experimental |
| OSINT Data Gathering | XKeystroke | Web scraping + API-driven intelligence gathering | Prototype |




