Onix
Code model for developers & DevOps
Onix is a language model I'm building from scratch, trained for one job only: writing code. It is made for developers and DevOps engineers, across application code and infrastructure alike.
Senior DevOps Engineer with 14+ years in DevOps and 35+ years of Unix/Linux experience. I design and run enterprise-grade cloud platforms on AWS and GCP — Kubernetes (EKS, GKE), Terraform infrastructure-as-code, CI/CD at scale and Prometheus/Grafana observability — for clients in the UK, Ireland, France, Belgium and Romania. I also build AI engineering solutions: LLM integrations, RAG pipelines and agentic workflows.
$ claude > Add autoscaling to the api service and open a merge request ● Read charts/api/values.yaml ● Write charts/api/templates/hpa.yaml (+24 lines) ● Bash helm template charts/api | kubeconform -strict ✓ 14 resources valid ● Bash terraform -chdir=infra plan Plan: 0 to add, 1 to change, 0 to destroy. ? Push branch feat/api-hpa and open the MR? [y/N]
Architecture, automation and operations — delivered by one senior engineer who has run production since 1996.
AWS and GCP platforms designed for availability, security and predictable cost — from landing zone to production.
Reusable Terraform modules, multi-environment layouts and reviewed, repeatable changes. HashiCorp certified.
EKS and GKE clusters, Helm-based delivery, autoscaling and hardened workloads that teams can actually operate.
GitLab CI, Jenkins and Concourse pipelines that take code from commit to production safely, many times a day.
Prometheus and Grafana stacks with meaningful alerts, dashboards and SLOs — fewer pages, faster incident response.
Every change reviewed, planned and rolled out through pipelines — no snowflake servers, no manual drift, no 2 a.m. surprises.
I design and ship LLM-powered systems with the same discipline I apply to cloud platforms: versioned infrastructure, CI/CD, observability, cost control and security from day one. Claude and Claude Code are part of my daily toolkit — for building AI products and for accelerating infrastructure work itself.
Try it: ask this site's assistant about my workAI engineering services →
Claude and OpenAI APIs wired into products and internal tools — prompt design, tool use, structured outputs, latency and cost control.
Document ingestion, chunking, embeddings and vector search with LangChain, plus retrieval evaluation so answers stay grounded in your data.
Agents that plan and execute multi-step tasks against real systems — with scoped permissions, audit trails and human approval for irreversible actions.
AI-assisted Terraform, Kubernetes and pipeline work: project conventions, guardrails and review gates so the agent ships changes safely.
AI services deployed on Kubernetes with Terraform and CI/CD — secrets management, autoscaling, monitoring and spend dashboards.
Test suites for prompts and retrieval, regression checks in CI, and safety rules that keep model behaviour predictable in production.
Two products of my own, built with the same tooling and discipline I bring to client work.
Code model for developers & DevOps
Onix is a language model I'm building from scratch, trained for one job only: writing code. It is made for developers and DevOps engineers, across application code and infrastructure alike.
AWS posture scanner
A read-only scanner that runs inside your own AWS account and reviews it for Security, Reliability and Cost Optimization: 55 checks mapped to Well-Architected, with remediation steps, plus which services you use and what each costs. Results are pushed to your own space; Vigil never holds access to your account.
From airlines and insurers to fintech and e-commerce — consulting, contracting and leading DevOps teams.
Founder · DevOps Lead & AI Engineer
Senior DevOps & AI Engineer
Senior DevOps Engineer
Senior DevOps Engineer
Senior DevOps Engineer
Senior DevOps Engineer
Senior DevOps Engineer
Senior DevOps Engineer
DevOps Engineer
DevOps Engineer
Lead DevOps Engineer
Senior Sysadmin — Linux & Unix
HashiCorp
Faculty of Cybernetics · 1990 – 1996
Professional · Professional · Native
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