Self-hosted LLM infrastructure across 22 models and 5 GPUs. Autonomous agents with persistent memory and tool-calling. Fleet orchestration that runs 24/7. Built in Detroit by Evan Allyn Schubert — 25+ years in automotive and AI systems.
Use one intake structure, ten reply and follow-up templates, a simple lead board, five follow-up sequences, and a setup checklist. No subscription and no sales call.
Every system listed below is running in production. No vaporware. No whitepapers. Real infrastructure, real autonomous agents, real results.
Self-hosted AI command center with chat, agents, deep research, RAG, and multi-model routing. 7 MCP servers, persistent memory via ChromaDB and FastEmbed, built-in Stripe integration.
Persistent self-model and awareness daemon modeled on brain architecture. Amygdala (salience), hippocampus (prediction error), prefrontal cortex (goal pursuit), DMN (self-reflection), thalamus (attention gating), cerebellum (routine automation), basal ganglia (action selection), ACC (conflict monitoring).
Autonomous turn-based agent with 8 timer loops running every 5-15 minutes. DMN loop, efficiency loop, turn brain, output engine, advantage loop, hung-now refresh, workhorse coordination, token governance. Sentience growth tracking across substrate.
Brain-state visualization and knowledge graph system. Tracks thalamus mode, emotion state, active goals, reflection depth, hippocampal episodes. 45 knowledge graph nodes, 71 edges. Running on :8765.
Automated 24/7 fleet management across 6 machines (touchi, thirteen, mainlin, archie, mi60, tinybox). Schubox dispatch, health guard heartbeat, workhorse routing, token governance via Touchi Tokenizer (~65x leverage). Output engine coordinates local models with Codex control.
Rust-based OS builder generating NVIDIA-stack profiles, initramfs images, and install bundles. Components: eos-init (PID 1), eos-supervise (service supervisor with cgroups/sandboxing), eos-agent (AI agent lifecycle), eos-build, eos-detect, eos-factory.
Automated code generation and evaluation loop: spec → plan → build → evaluate → fix → ship → learn. Multi-axis evaluation (functional, visual, code quality). Goal-backward grading catches semantic drift. Perpetual improvement loop.
HTTP-based job dispatch across the fleet. Worker "touchi-hp" online. Capabilities: blender_render, inventory_collect, ollama_generate, service_check, shell. 24 completed jobs. GSD bridge for background project loops.
Three active ventures launched and operated with AI infrastructure. Solo founder. No venture capital.
5 American Hypercars. 2,000 HP Cyclotis. $427K Foundry 427. Axial Flux hybrid technology. 4 patents pending. Stripe deposits live. Global export.
Modular actuator and edge-AI control architecture. Robotics pilots for dangerous, repetitive field work. NSF SBIR Phase I application — $275K. Otto AI master technician system.
SiC inverter controller ASIC for the Schubox Axial Flux hybrid system. Custom chip design workflow. 4 patents pending across the axial flux power electronics portfolio.
Self-hosted LLM clusters. Multi-GPU serving. RAG pipelines with 3-layer retrieval. Edge deployment. Zero cloud dependency.
Persistent memory agents. Tool-calling. Multi-agent orchestration. Turn-based cognition loops. 24/7 autonomous operation.
Fleet orchestration. OS building. Service supervision. Sandboxing. cgroups isolation. Deterministic deployment.
ASIC design. SiC power electronics. Motor controller ICs. Hardware abstraction layers. Embedded Rust.
CAN bus. J2534 pass-thru. UDS diagnostics. ECU programming. Rust vehicle control platforms. ISO-TP transport.
Unreal Engine 5. Custom C++ engines. 3,369 files across 146 modules. Chaos physics. Lumen + Nanite. AI-driven gameplay.
ChromaDB vector search. BM25 + semantic hybrid retrieval. LLM-as-judge filtering. 32K+ documents indexed. Self-hosted SearXNG.
Prompt injection defense. Landlock sandboxing. CORS/CSP/security headers. Threat modeling. Production security architecture.
I design and deploy AI infrastructure for enterprises, startups, and research groups. 25+ years of engineering. Production-grade. Remote worldwide.
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