SYS_ONLINELONG BEACH, CA--:--:-- PST
> IDENTITY.LOAD

TYLER HILL // INFRASTRUCTURE ARCHITECT.

Building TacticDev: A high-performance environment for the next generation of AI. Bare-metal infrastructure, GPU-accelerated workflows, and enterprise-grade RAG systems.

ROLEINFRASTRUCTURE ARCHITECT
MODEBUILD_ACTIVE
PRIMARYTACTICDEV
FOCUSHPC + AI COMPUTE
> PRIMARY_SYSTEM
ACTIVE

TacticDev

High-performance compute infrastructure & AI deployment platform. Purpose-built for teams that need bare-metal control without the overhead.

Bare-metal AI infrastructure

Dedicated hardware provisioning. No shared tenancy. Full control over the compute layer from BIOS to deployment.

GPU-accelerated workflows

Purpose-built pipelines leveraging high-density GPU clusters for training and inference workloads at scale.

FOSS/Closed-source hybrid modeling

Flexible model deployment. Run open-weight models alongside proprietary systems in isolated, secure environments.

tty0 — cluster-alphaCYCLE 01
> STACK.LIST
HARDWAREGPU Compute
OSLinux (Mint/Debian)
LANGUAGEPython
INFERENCEAI / LLM Deploy
CONTAINERDocker
DATA LAYERRAG / Vector DBs
> STATUS.REPORT
Current MissionScaling TacticDev infrastructure
ACTIVE
Hardware StatusGPU Cluster Provisioning
ACTIVE
FluxPersonal AI Assistant
ACTIVE
The Deep DivePodcast
IN PRODUCTION
> VENTURES.MAP
ACTIVE

GraphCore

Enterprise RAG Platform

Hybrid vector + graph search architecture for intelligent knowledge management. Qdrant, FalkorDB, LangChain.

QdrantFalkorDBGPT-4oFastAPI
INTERNAL

FlightPath

Internal Delivery System

Mission control for delivery excellence. Timeline tracking, resource allocation, and client visibility for complex deployments.

Next.jsPostgreSQLAuth0Vercel
ACTIVE

CoreHub

White-Label Ops Hub for MSPs

Deploy AI capabilities, client portals, and compliance tooling under your own brand. Multi-tenant, SOC 2 ready.

Next.jsPostgreSQL RLSRedisEdge
> SIGNAL.OPEN

Internal Frameworks

TacticUI

Design system for operational interfaces. Accessible, dark-mode first, built for density.

React•TypeScript•Tailwind

IsoCore

Tenant isolation framework. Secure separation for compliance-heavy deployments.

Edge•PostgreSQL•Redis

AuditTrail

Compliance logging infrastructure. Every action captured, searchable, exportable.

Node.js•PostgreSQL•S3