TanksLab
Machines that outrun their spec — and never outrun their conscience.
Access ArchivesThe Line We Hold
I need your data.
I don't need you in the data.
That's my promise.
Now help me keep an American safe.
- A shield is never turned inward.
- The light falls on power — never on the innocent.
- What is never kept can never be turned against you.
- What you see is what runs. There is no second switch.
They can copy every feature we've got. They can't copy our word — it's built into the machine, where even we can't flip it.
Read the full creed →Coming Soon — Will of the People
When the grid goes down, knowledge is the only thing that still works.
An AI that runs 100% on your phone — no signal, no server, no cloud. Grid-down survival in your pocket: first aid, water, food, power, repair, navigation. It answers when the towers can't.
$39 — a one-time family license. Yours forever. No subscription. No cloud tenancy.
A fair price so your privacy stays yours — no ads, no data sale, you're the customer, not the product. 7% of every sale funds the mission.
See the Countdown →Brother to Brother
This is the real log — not a pitch.
The first sales don't buy ads or salaries. They fund Chillin first: real starter kits for young men who got counted out.
7% of every sale, set aside automatically and tracked right here for the world to check. If everything else fails — if this company never makes it — at least one or two brothers already got their shot. Funded first, before anything else.
Brother to brother. That's the promise.
Deployed Architectures
Autonomous AI Architectures
Designing deterministic Agentic System Harnesses and LangGraph orchestration layers for secure, localized reasoning. Mitigates Shadow AI risk via strict Governance & Identity controls. 100% on-prem.
Deep Systems Optimization
Eliminating abstraction overhead with bare-metal microarchitecture tuning. Custom kernel bypass, direct memory access (DMA), and strict thermal overrides for microsecond-level latency reduction.
Zero-Trust Data Pipelines
Building impenetrable pipelines enforcing continuous verification and cryptographic integrity. Featuring inline policy enforcement, confidential computing, and isolated outbound-only network tunnels.
Telemetry & Signal Processing
Extract, normalize, and act on raw telemetry — CAN bus, sensors, and software-defined radio — fully local. Simulation-mod interfaces and real-time pipelines built for vehicles, labs, and field systems, not stock industry brochure copy.
Episodic Vector Memory Systems
Episodic Vector Memory Systems integrate localized high-dimensional vector databases to grant autonomous agents infinite recall and contextual anchoring. Our system combines episodic (vector) memory with semantic (graph) memory, ensuring only meaningful data is stored through entity-gated ingestion. With multi-tenancy, authentication, caching, observability, and Docker deployment capabilities, our solution is enterprise-ready for demanding applications.
Automotive DSP Engineering
Custom-tuning a live DSP pipeline for all 12 speakers in the RAV4, featuring real-time auto-EQ that dynamically adjusts frequencies based on song type to ensure maximum fidelity. Our automotive DSP delivers targeted dealership campaigns, real-time audience insights, and measurable performance, making us a leader in the booming Automotive DSP market.
Biometric Telemetry Streaming
Bridging smartwatch sensors to localized WebSocket servers for real-time SpO2 and heart-rate ingestion into cognitive overwatch systems, ensuring seamless identity verification and authentication through advanced biometric technologies. Our unified telemetry monitoring workflow supports both clinicians and patients, enhancing security and trust in critical operations worldwide.
Ephemeral Infrastructure
Outbound-only, self-contained tunneling systems with sub-second, multi-level panic kill switches for maximum operational security. Environments are spun up on demand, used for the duration of the task, and scorched-earth demolished automatically. Zero residue. Zero persistence. Every deployment is reproducible, version-controlled, and consistent across the entire fleet.
HV Battery Pack Engineering
Our HV Battery Pack Engineering service specializes in the design, modification, and optimization of high-voltage battery packs for electric vehicles. We expertly dismantle and re-engineer battery packs like those found in the 2016 RAV4 Hybrid, bypassing factory BMS limits to unlock unparalleled raw horsepower that far exceeds industry standards. Our team of elite engineers ensures robust electrical connections, sophisticated packaging, and advanced support systems, delivering high-voltage energy storage solutions that are both powerful and efficient.
Swarm Consensus Engine
A dynamic multi-model inference matrix leveraging Grok, Claude, Fireworks, Qwen Max, and DeepSeek simultaneously. The engine analyzes every task in real-time, benchmarks each model on latency, accuracy, and cost, then autonomously shifts the agent swarm to the most capable node. No single point of failure, no vendor lock-in—just raw, distributed intelligence at scale.
Cognitive OCR Engine
Our Cognitive OCR Engine is a cutting-edge, fully custom solution built from the ground up to parse, understand, and extract high-density data from modern abstract images and neural architectures. With support for facial recognition, speech, sentiment analysis, speaker identification, and audio intelligence at scale, our engine offers unparalleled accuracy and scalability across both cloud and on-premise environments.
High-Voltage Chemistry
High-Voltage Chemistry specializes in advanced autonomous AI systems for simulating complex chemical bonds, including sodium-ion (salt) and carbon-graphene matrices, alongside dynamic thermal load balancing. Our expertise encompasses next-gen solid-state cell architectures, making us a leader in the field of high-voltage engineering.
Rapid Fabrication
End-to-end prototyping and production. From rapid digital mocks to ready-to-ship physical hardware, handling all complex 3D printing, CNC machining, and custom fabrication 100% in-house. No outsourcing, no third-party delays—just raw, precision manufacturing from concept to deployment.
Hardware Miniaturization
Transform your massive items into ultra-small footprints with our advanced Hardware Miniaturization Services. Experience extreme miniaturization and high-density packaging for complex mechanical and electronic systems, tailored specifically for medical, automotive, and microelectronic applications.
Board-Level Diagnostics
Precision micro-soldering and board-level diagnostics: motherboard repair, component replacement, and trace restoration under a microscope. Full chain-of-custody on every board that leaves the bench.
Scalable Infrastructure
Custom deployments of rapidly scalable IT and server infrastructure, engineered from the ground up for high availability, seamless load balancing, and extreme performance. Our future-proof solutions support rapid growth and ensure uninterrupted operations in distributed environments.
Swarm Orchestration
Transform your autonomous swarms and drone networks with advanced neural network topologies, architecting custom AI hive-minds for seamless link, coordination, and control. Experience the power of distributed intelligence at enterprise scale with our Agent Orchestration Protocol (AOP), enabling interactive group chats and deployment solutions.
Advanced Network Design
Enterprise-grade network architecture engineered for lightning-fast, wall-to-wall coverage across homes, apartment complexes, hotels, event spaces, and massive outdoor venues. Advanced addressing, routing, WAN optimization, and hardware-enforced security segmentation—designed from the ground up for 24/7 uptime with zero dead zones.
Solar Deployments & Off-Grid Systems
Designing and fabricating fully self-sustaining solar deploy mounts. High-density off-grid energy storage, tracking arrays, and continuous environmental power for commercial businesses seeking energy independence and sustainability.
Kinematics & Motor Control
3D targeting math, PID loop tuning, and high-torque stepper control for tracking mounts and articulated joints. Motion stacks built for reliability in the field — not marketing fluff.
RF Signals & Telemetry
Intercept, decode, and rebroadcast radio frequencies with surgical precision. Built on Software Defined Radios (SDR), LoRa mesh networks, and long-range UAV communication links for seamless connectivity across any terrain. All signal telemetry is fused into a single unified dashboard—real-time visibility across every RF source, every frequency band, every node in the field.
Active Operations
Reaper
Reaper doesn't hide or mask the person in your data—it strips them out. Names, emails, SSNs, phone numbers and addresses are removed one-way, entirely in your browser, and nothing is ever uploaded. Free to use: open Reaper →
Fully reversible — un-redact any file at a later date.*
*You can't. That's the point.
Hawk Eye
Micro-scale stereoscopic tracking array powered by FRIDAY's cognitive core. Hawk Eye locks onto individual insects across an entire grow operation 24/7, mapping pest populations in real-time and eliminating the need for chemical pesticides. Precision targeting at the millimeter level—fully autonomous, fully local, fully organic.
Skip AI (SynthGuard)
SynthGuard is an advanced Android Accessibility Service designed to autonomously detect and skip AI-generated music (Suno/Udio) in YouTube Music, ensuring a strictly human-curated feed. Our solution combines local metadata analysis with AudioManager hooks, providing unparalleled protection against synthetic media.
SoundGirl
SoundGirl is a cutting-edge Python audio filter deployed on the Citadel server, meticulously purifying both incoming and outgoing streams. Our backend solution mirrors SynthGuard's mobile counterpart, ensuring unparalleled audio quality for enterprise environments.
Systems Arsenal
Core Languages
Python, JavaScript, TypeScript, Bash
Infrastructure
Podman, Docker, WSL2, Cloudflare Tunnels
Cognitive Stack
ChromaDB, FAISS, Ollama, LangChain
Hardware Level
CAN bus, liquidctl, BIOS Flashing, Custom DSP
Fabrication
CNC Machining, 3D Printing, CAD, Micro-Soldering
Network Security
Zero-Trust mTLS, Air-Gapping, VPN Routing
TanksLab Core
Our uncompromising bare-metal infrastructure. Engineered for total data sovereignty, localized AI processing, and zero-trust physical security.
Friday Ledger OS
Local, real-time overwatch that identifies threats and sandboxes malicious code on your own hardware. Deterministic engineering, ~8-second boot, and continuous operation without cloud dependency—AI-driven security that stays on the metal you control.
Mil-Spec Hardware
Bare-metal silicon, not cloud tenancy. Outbound-only tunnels, read-only rootless containers, and full-disk encryption by default. Hardware and stack built for hostile networks—zero attack surface architecture that a zero-day cannot rewrite on disk.
Zero-Trust Security
Structural discipline with full-disk encryption and true data sovereignty. No implicit trust on the wire or the disk—authentication, least privilege, and local control against insider and remote threats.
The Architect
Dom, aka The Architect, operates out of SoCal engineering extreme, hyper-optimized bare-metal rigs and cognitive AI systems. He strips away abstraction layers, rewrites thermal envelopes, and custom-modifies hardware at the sub-component level to create devastatingly fast, autonomous architectures.
Get in Touch
Questions, ideas, or just want to reach a real person — this comes straight to me.
Ask Friday
Query the local model, right on your device — no signal, no cloud, nothing leaves.
FRIDAY: Systems online, local weights loaded. Air-gapped — and still guarded: even with no network, Reaper strips the you before anything is stored. How can I assist, Boss?
Request Technical Briefing
For Government / Institutional Inquiries Only · Secure Vetting Required