Independent Software Studio.
Built, shipped, and operated by Russell under SgtPooki LLC. Production-grade software systems, local AI inference stacks, and focused client solutions.
Featured Systems
Flagship production architectures built across web operations, AI inference, semantic retrieval, and network infrastructure.
Managed Web Operations Platform
Website delivery and operations platform with automated CI/CD deployments, edge caching, uptime monitoring, and a defined SLA workflow for client updates.
wtfoc: Decentralized RAG & Agent Memory
Built for semantic retrieval across project knowledge and persistent agent memory on Filecoin Onchain Cloud. Combines syntax-aware code chunking, vector search, and background indexing jobs.
AI Inference Serving Control Plane
Dedicated control plane for serving open-weight models on a private GPU cluster. Coordinates model swaps, validates real completions before marking ready, and automatically executes rollback if loading fails.
Domain Sentry: DNS Inventory & Policy
Passive DNS telemetry system that collects network query logs to inventory accessed domains, classify their purpose, and route denylist decisions through tiered policy rules and human review.
@sgtpooki/brand• Nordic Slate Design Tokens (v0.1.0)
The unified token suite and Tailwind CSS preset that powers this site and all SgtPooki properties. Pure CSS custom properties, Open Props scales, and zero runtime JavaScript.
Direct Ownership. Zero Agency Layers.
When you engage SgtPooki LLC, you work directly with me. Every architectural decision, line of code, and deployment pipeline is personally owned and operated.
Direct-to-Principal
No account executives, no junior handoffs, and no game of telephone. You collaborate directly with a senior engineer who understands both the business trade-offs and code reality.
Radical Simplicity
We favor proven, maintainable technologies over brittle hype. Systems are designed to run quietly in production for years with minimal maintenance and zero vendor lock-in.
Production Rigor
Automated deployment pipelines, strict type safety, real-time health telemetry, and immutable infrastructure come standard. We don't ship anything we wouldn't want to operate ourselves.
Practice Capabilities
Architecture & Advisory
Technical direction, infrastructure audits, system decomposition, and hands-on peer review for engineering teams.
Custom Software Systems
End-to-end execution of mission-critical internal tools, data ingestion pipelines, and developer platforms.
AI Inference & Retrieval
Private open-weight model serving (vLLM), Qdrant vector memory, and robust semantic search architectures.
Managed Web Operations
Retained edge hosting, continuous delivery, and full-lifecycle maintenance for corporate and product websites.
Start a Conversation.
Available for select architecture advisory engagements, custom systems builds, and retained web operations. Inquiries are reviewed directly by Russell.
Inquiry Received
Thank you. I review every technical inquiry personally and will get back to you directly within 24 business hours.
To protect engineering focus, client engagements are scheduled on an application and capacity basis.