Applied AI & Automation
Scoped AI and automation that earns its keep — specific systems that do real work, not transformation theater. Private models on your own infrastructure where it matters.
SCOPE · FIXEDOUTPUT · SHIPPED
Argus Dynamics LLC · 32.9°N 97.1°W · Texas Sovereign systems,
Sovereign systems,
engineered to be
owned.
I design and build private, intelligent systems — from custom hardware to applied AI — that run on infrastructure you control. No clouds you didn't choose, no black boxes, no lock-in.
One engineer, one standard — applied across software, hardware, and the platforms that tie them together.
D-01 · The discipline
What I build
Three pillars, one philosophy: private, intelligent systems you fully own.
Private Platform Development
Self-hosted, air-gap-capable platforms that give you a real-time picture of the spaces and systems you own — your data and your hardware, end to end.
DATA · YOURSCLOUD · OPTIONAL
Custom Hardware & Edge
Custom PCBs and edge-compute nodes designed, routed, and built in-house — the silicon layer of a sovereign system, not bought off a shelf.
STACK · OWNEDEDGE · NATIVE
Flagship platform
Chameleon Hive
A sovereign, self-hosted platform that fuses RF and multi-sensor telemetry into one real-time spatial picture of the environment you own — built to run fully offline, on hardware you control. It is the proof of the work end to end: custom hardware, edge compute, sensor fusion, and applied AI, all built in-house.
Multi-sensor fusion
RF and other telemetry, collected at the edge and fused locally into one coherent spatial picture — the intelligence lives where the data is.
Real-time spatial awareness
A live operating picture of the spaces and assets you own and operate, updated continuously.
Air-gap capable
Runs with no internet at all — your data never has to leave the building.
Air-gap capableSelf-hostedNo lock-inYou own the stackSilicon to AI
D-02 · Approach
How I work
01
You own the stack
Silicon to AI, the system is yours — code, models, hardware, and the data they produce. No hostage infrastructure.
02
Private by default
On-prem and offline is the starting assumption. Cloud is a deliberate choice you make, never a default made for you.
03
No lock-in
No proprietary trap, no black boxes. You can run, maintain, and extend everything without me in the loop.
04
Honest engineering
If a model or a sensor is the wrong tool, I say so. I would rather lose the line item than ship something that fails quietly.
About
ARGUS DYNAMICS LLC
TEXAS · USA
EST. 2026
————————
SOVEREIGN
SYSTEMS
ENGINEERING
An engineering practice, not an agency.
Argus Dynamics LLC is an independent engineering practice in Texas, founded and run by Meta_Strawman. The work spans the full stack — custom hardware and edge devices, private platforms, and applied AI — with a single bias throughout: systems that run on infrastructure the client owns and controls.
Chameleon Hive is the flagship example of that philosophy taken end to end. You work directly with the engineer who builds it — no account layers, no handoff to juniors. That is the whole point.
D-03 · Contact
Start a conversation.
Tell me the problem in a few sentences. If it is a fit, I will say so — and if it is not, I will tell you that too.
meta@argusdynamics.tech // transmission open