High-performance compute. Custom software factories. Production AI.
We engineer complex systems on Nexlayer's agent-native cloud — from HPC workloads and feature development pipelines to architectural design, technology roadmaps, and AI strategy.
We build and operate the hard stuff — high-performance systems, AI-driven factories, and the architectural foundations that scale.
Containerized HPC workloads on Nexlayer's Kubernetes. GPU-backed inference, batch processing, data pipelines — scaled without DevOps overhead.
Purpose-built AI orchestration pipelines that decompose, execute, and ship features autonomously. Our factory runs on Queen/Nate — battle-tested across hundreds of deployments.
End-to-end feature engineering from spec to production. We take your PRD, decompose it into atomic tasks, and ship through our factory with human-in-the-loop gates.
System architecture grounded in 63 Fowler patterns and 28 Factory patterns. We design for scale, resilience, and operational clarity — documented in our published books.
Strategic roadmapping that connects business goals to technical milestones. We sequence infrastructure, product, and team investments across quarters.
Practical AI strategy for organizations entering or scaling AI workloads. Model selection, orchestration architecture, cost modeling, and build-vs-buy analysis.
We ship our own products through the same factory and infrastructure we offer to clients.
Full-stack digital presence platform — blog, hiring, portfolio, research, news. Automated publishing through AI-powered content pipelines on Cloudflare.
Community directory platform for Guam and the Pacific. Real local data, Cloudflare-native, designed for island-scale communities.
Published works on factory patterns for AI orchestration and Fowler-inspired patterns for production systems. Reference API available via Book Viewer.
Real infrastructure we operate daily — every project listed here is live, monitored, and battle-tested.
End-to-end workflow orchestration — cron-triggered pipelines, webhook integrations, multi-step AI chains, and credential rotation. Zero manual intervention after deploy.
Production ETL pipelines processing financial data — EOD market feeds, multi-source ingestion, deduplication, and normalized storage. Built for daily automated runs.
Self-hosted Gitea, MinIO, Uptime Kuma, and container registries on Nexlayer. Full open-source stack — managed, backed up, and monitored as a service.
Automated EOD market data collection, storage, and API serving. Multi-provider ingestion with fallback, Discord alerting, and tiered environment management.
From a focused architecture review to a fully managed software factory.
All deployments run on Nexlayer's credit-based cloud ($10 = 1,000 credits). Infrastructure costs billed separately at Nexlayer rates.
High rates reflect fast, expert execution — not overhead. You're paying for systems that ship, not meetings that don't.
We build production-grade systems and ship them fast. That means senior-level execution from day one — no ramp-up, no handoffs, no re-work. The rate reflects the speed and quality, not the hours.
n8n workflow design, build, and deploy. Includes webhook setup, credential config, error handling, and monitoring.
3–5 day deliverySource-to-storage data pipeline. Multi-provider ingestion, dedup, normalization, scheduling, and alerting.
5–10 day deliveryDeploy and manage any open-source service on Nexlayer — Gitea, MinIO, Uptime Kuma, Postgres, Redis, custom apps.
1–3 day deliveryEnd-to-end application — backend, frontend, CI/CD, monitoring. Shipped through our software factory with HITL gates.
2–4 week deliveryProduction AI pipeline — model selection, prompt engineering, orchestration, fallback chains, cost optimization.
5–7 day deliveryMonitoring, patching, backup verification, uptime SLA. Includes incident response and quarterly architecture review.
ContinuousProduction services we operate daily on Nexlayer — the same platform and patterns we deploy for clients.
Whether you need an architecture review, a production deployment, or a full software factory — let's scope it.