01 / SYSTEM
Hardware-Aware Routing
Evaluates GPU VRAM and system RAM at runtime, then hot-swaps Tier 0 through Tier 6 models—from 135M micro-models on a laptop to 70B-class models on an H100 rig.
NATIVE / LOCAL 518 / OS
Systems that learn
as they build.
The Sovereign, Hardware-Aware Agentic OS.
518 Technologies builds localized, self-healing, multi-agent operating systems that dynamically adapt to physical hardware constraints to maximize local compute efficiency.
LOCAL firstMODEL drivenZERO lock-in
518 / OS
GPU VRAM12.0 GBAVAILABLE
ROUTINGT0 → T6LIVE / ADAPTIVE
SYSTEM RAM32.0 GBLOCAL NODE
HARDWARE-AWARE / 001
PHYSICAL SOVEREIGNTY✦HARDWARE AWARE✦LOCAL BY DEFAULT✦SELF HEALING SYSTEMS✦PHYSICAL SOVEREIGNTY
T0–T6
Adaptive routing tiersWorkload matched to hardware
5
five18 model sizes1.5B through 12B parameters
58
Architectural factory seatsHyper-specialized orchestrator roles
0
Required cloud custodyPhysical, local trust boundary
/ The core technology
One CLI.
Every constraint accounted for.
The 518 CLI turns the hardware you already own into a capable, self-directed compute environment.
02 / SYSTEM
The 58-Seat Assembly Line
We don’t use generic "agents". A strictly regimented graph of 58 architectural seats (Enforcer, Sanitizer, Lead, Boss QA) pass context cleanly without overlap.
NATIVE / LOCAL03 / SYSTEM
TokenGuard Context Compression
T0 micro-models intercept and summarize massive terminal outputs down to <50 words before they ever reach the primary reasoning models, guaranteeing flat VRAM usage.
NATIVE / LOCAL04 / SYSTEM
Hardware Root of Trust
A physical USB-Key environment variable validates the local execution state, rendering remote supply-chain takeovers mathematically impossible.
NATIVE / LOCAL05 / SYSTEM
V-Lang Harness Compilation
The core offline testing suite is written in V and compiled natively to raw system binaries, enabling massive multi-agent execution with zero Python overhead.
NATIVE / LOCAL06 / SYSTEM
Voice-to-Execution Pipeline
Native, zero-latency local speech-to-text (Whisper.cpp) and text-to-speech (Kokoro) built directly into the local execution loop without cloud APIs.
NATIVE / LOCAL/ Product systems
Models that train.
Teams that compound.
518 Technologies is not a single wrapper around a hosted model. Each product is an independent local system built around routing, validation, memory, and progressively better task execution.
five18 AI
A local intelligence stack taught to code, render, search, create video, and assemble agentic systems across every hardware-viable parameter size.
- Local agent validation grades generated outputs before they enter the training corpus.
- Validated interactions become synthetic data for proprietary model fine-tuning.
- Scaling from micro-models to massive parameter giants to route around device limits without surrendering custody.
- Dynamic reasoning injection (Low, Medium, High, xHigh, Max) fundamentally scales the intelligence of every single model size.
518 GameS
A model-driven game development studio where an elastic team of up to 125 agents coordinates locally from first prototype through world-building.
- Specialists divide design, systems, narrative, art direction, QA, and optimization into parallel workstreams.
- Dynamic provider routing selects the best available model for each task instead of binding the studio to one vendor.
- Shared local context keeps creative and technical decisions coherent across the production graph.
- Agent performance is evaluated after every handoff so routing and role selection improve over time.
/ Architecture / offline security
The USB-Key
Cage system.
The Cage creates a physical trust boundary around the runtime. Identity, authorization, model access, and workflow state remain tied to hardware the operator controls—not a remote account or permanent cloud credential.
Boot authorization is unlocked by a removable physical key.
Models, context, generated data, and audit state remain on the local node.
Agents exchange scoped context inside the Cage without exposing the full workspace.
Removing the key collapses the trust boundary and returns the system to a sealed state.
PHYSICALUSB KEY / ROOT OF TRUSTVERIFIED
CONTROLTOKENGUARD / POLICY GATEARMED
RUNTIMEMETA-WORKFLOW ORCHESTRATORLOCAL
EXECUTIONV-TOOLS / NATIVE BINARIESSEALED
[CAGE] outbound context: denied
[CAGE] local model bus: authorized
[CAGE] physical custody: operator
[CAGE] local model bus: authorized
[CAGE] physical custody: operator
/ Live runtime
Compute that
responds to reality.
Instead of forcing every task through the same model, 518 reads the room first. The result is more capability per watt, per token, and per machine.
Request technical brief➜ ~/518-cli boot --adaptive
> Initializing Sovereign Workspace...
> Primary backend: [OLLAMA NATIVE - OFFLINE]
> Cloud integration: [OPTIONAL]
✓ Loaded 100% free pre-configured cloud providers
> Validating local hardware profile... [12GB VRAM]
> Orchestrator Pipeline: [ARMED]
✓ System sovereign. Routing dynamically based on hardware.
➜ ~/518-cli
/ Dynamic model ladder
Use exactly
what the task needs.
CONSTRAINEDCAPABLE
/ Build sovereign
The future is
under construction.
518 Technologies is building the infrastructure for intelligent systems that remain useful, inspectable, and yours.
blaine@518tech.siteLOCAL
COMPUTE
EFFICIENCY
COMPUTE
EFFICIENCY