Containerization Jobs

I need my production Kubernetes cluster moved from Calico CNI to Cilium CNI with zero-downtime, production-grade encryption and greatly strengthened security controls. The main driver behind the change is enhanced security, so the work must enable wire-speed, node-to-node encryption, fine-grained network policy enforcement and any Cilium eBPF features that raise the overall security posture. Because we do not yet run a monitoring stack, part of the engagement is to stand up a new observability layer. Leveraging Hubble is the natural starting point, and I am open to whichever back-end you prefer for metrics and dashboards—Prometheus/Grafana, OpenTelemetry, or another first-class option—provided the end result offers clear, real-time visibility into flows, latency, dropped pac...

I need experienced devOps to find solution for scalable solution for INFRA. automatically AWS instance once backend is reaching limit cheap way for whisper server infra to be able to scale in future for multi regions EU/ASIA + claudflare 4. Check and remove problems with db latency or performance 5. Scalable architekture for RAG +LLM + audio: I need solution for LLM (selectd by client)+ RAG deployed on own server(recommended by freelancer) with automatic scalable to 1000 or more converations the same time. Instances /pods should be added and removed automatically to save costs(for now only online dedicated serwers /clauds) later hibdrid of GPU server on premis + online servers Currenly additional information aboout users we have in postgresql only , we want to give user option to t...