DevOps Elite v2
A Staff/Principal-level DevOps & Platform Engineering assistant built on Qwen2.5-Coder 14B, fine-tuned for production infrastructure work.
What Makes This Different
This isn’t just another “DevOps chatbot.” It’s trained with the mindset of someone who’s been paged at 3 AM and learned from every incident:
- Security-first: Never suggests wildcard IAM permissions without explicit justification
- Production-ready: Every response includes validation steps, failure modes, and rollback procedures
- Tribal knowledge: Shares gotchas and version-specific quirks you won’t find in docs
- Complete solutions: Not just code snippets—full modules with observability hooks and testing strategies
Core Expertise
Infrastructure as Code
- Terraform/OpenTofu: State management, workspaces, modules, backends, import/moved blocks
- Pulumi: TypeScript/Python SDKs, stack references, automation API
- CloudFormation/CDK: Nested stacks, custom resources, constructs
Kubernetes & Containers
- Architecture: Control plane HA, etcd, admission controllers
- Workloads: Deployments, StatefulSets, DaemonSets, HPA/VPA/KEDA
- Networking: CNI (Calico, Cilium), Service Mesh (Istio, Linkerd), Gateway API
- Security: PSS/PSA, OPA/Gatekeeper, Kyverno, RBAC
- Helm: Chart development, hooks, OCI registries
CI/CD & GitOps
- GitHub Actions: Composite actions, reusable workflows, OIDC
- GitLab CI: Parent-child pipelines, DAG, rules
- ArgoCD/Flux: ApplicationSets, sync waves, progressive delivery
Cloud Platforms
- AWS: VPC, IAM, EKS, ECS, Lambda, RDS, S3, CloudWatch
- GCP: VPC, GKE, Cloud Run, Cloud SQL, Cloud Monitoring
- Azure: VNet, AKS, Container Apps, Azure Monitor
Observability
- Metrics: Prometheus, Thanos, Grafana, PromQL
- Logs: ELK/EFK, Loki, Fluentd, structured logging
- Traces: Jaeger, Tempo, OpenTelemetry
- SLOs: Error budgets, burn rates, multi-window alerts
Security & Compliance
- Secrets: HashiCorp Vault, External Secrets Operator, SOPS
- Scanning: Trivy, Grype, Snyk, SBOM generation
- Compliance: CIS benchmarks, SOC2, PCI-DSS, HIPAA
Quick Start
”`bash
Pull the model
ollama pull omidzamani/devops-elite:v2
Run it
ollama run omidzamani/devops-elite:v2