Services
GÜRAY YILDIRIM / INDEPENDENT PRACTICEFocused engagements for teams with an unreliable platform, a blocked Kubernetes system or an AI-agent workflow that cannot yet be trusted. IoT and edge DevOps is available as a specialist platform track.
Kubernetes, cloud infrastructure, Terraform, CI/CD, observability, security controls and the developer paths connecting them.
Explore platform engineering ↗02 / AgentsEvaluation, tool permissions, human review, traceability, latency and cost—the operating model beyond the demo.
Explore agent systems ↗Secure release paths, containerised edge workloads, fleet observability and edge-to-cloud platform design. Operations and delivery are the focus; embedded product development is not.
Engagement menu
For recurring incidents, slow delivery, cluster instability, infrastructure drift or unclear improvement priorities.
A focused entry point for a live or reproducible cluster problem—not a promise of around-the-clock incident response.
For a promising, bounded workflow with a real current-process baseline and accountable business owner.
For an agent that works sometimes but remains expensive, inconsistent or difficult to govern.
Commercial clarity
Fixed scope where the problem allows it. After the initial call, you receive a written scope, expected outputs and explicit exclusions.
Start with the real problem
Send the architecture, the workflow and what is currently failing or uncertain. I will tell you which engagement fits—or if I am not the right person for it.