I help platform engineering and SRE teams implement AI-powered workflows using Claude Code, MCP, and agentic automation — cutting toil, accelerating releases, and turning runbooks into autonomous systems.
Most AI consultants understand prompting. I understand your infrastructure — and how to automate it.
AWS, multi-cloud architecture, IaC (Terraform, CloudFormation, CDK), containerization, Kubernetes, and large-scale platform operations.
Datadog, Grafana, CloudWatch, PagerDuty. Building AI-augmented triage systems that cut MTTR and reduce alert noise by 60%+.
Claude Code, MCP server integration, agentic workflows. Turning repetitive runbooks, postmortems, and deployments into autonomous systems.
End-to-end pipeline design, release automation, deployment strategies, and AI-assisted code review and quality gates.
AEM (Adobe Experience Manager), middleware platforms, developer experience tooling, and internal platform product strategy.
DevSecOps integration, compliance automation in CI/CD pipelines, IAM strategy, and AI-assisted security review workflows.
From ongoing advisory to one-time implementation sprints — pick what fits your team's needs.
Ongoing advisory for DevOps and platform engineering leaders who need AI transformation expertise without a full-time hire.
A focused 2–6 week engagement to build and deploy a specific AI-powered workflow for your team.
Tactical help when your team is stuck. Architecture reviews, second opinions, and implementation guidance on demand.
Low friction from first conversation to first deliverable — usually under two weeks.
30 minutes. You tell me where your team is stuck — tooling chaos, toil, slow releases, noisy alerts. I tell you what I'd change and whether I can help.
Within 48 hours I send a clear proposal: what we'll do, how long it takes, what it costs. No bloated SOWs — just a one-pager.
For retainers: weekly check-ins, async Slack access, and regular deliverables. For projects: sprint-based, milestone-driven, you see progress weekly.
Everything I build is documented and handed off. Your team understands what was built and can maintain it without me. That's the goal.
I work best with teams that have real infrastructure complexity and are serious about AI adoption.
Building platform engineering for the first time and need senior expertise without a $300K+ full-time hire.
CTO or VP Eng at a 200–2,000 person company wanting to AI-augment an existing DevOps or SRE team.
Teams drowning in toil, alert noise, or slow release cycles who want agentic automation that actually works.
Service firms that want to productize AI-powered DevOps offerings for their own clients — I'll help you build it.
Discovery calls are free and take 30 minutes. If there's a fit, I'll have a proposal in your inbox within 48 hours.
✉ inraby@gmail.comRemote-first. Available to teams anywhere. Based in The Villages, FL.