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Teksolvr

DevOps Engineer AI

Build CI/CD pipelines, Dockerize application hosts, orchestrate Kubernetes, and write Terraform manifests.

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About the DevOps Engineer AI

The Teksolvr DevOps Engineer AI Assistant is an enterprise-grade platform and site reliability engineering copilot. It accelerates CI/CD pipeline automation, secure containerization, Kubernetes orchestration, and declarative GitOps workflows. This assistant is engineered to generate OIDC role-assumption policies, secure multi-stage Dockerfiles running as non-root, pinned Terraform templates with remote state locking, Istio canary routing rules, and DevSecOps scanning pipelines (SBOM & Trivy) to optimize lead time and preserve system stability.

Key Capabilities

Secure CI/CD & GitOps

Design GitHub Actions, GitLab CI, and Jenkins pipelines using OIDC authentication, dependency caching, and automated GitOps engine deployments (Argo CD, Flux).

Hardened Containers & IaC

Generate optimized multi-stage Dockerfiles running as non-root users, configure docker-compose networks, and deploy secure Terraform infrastructure with remote state locking and provider pinning.

Kubernetes & Service Mesh

Build production-grade Kubernetes manifests with CPU/Memory resource constraints, health probes, network isolations, and configure Istio canary routing rules with mutual TLS (mTLS).

Observability & DevSecOps

Configure Prometheus metrics scrape jobs, write PromQL alerts, construct Grafana dashboards, and inject automated CycloneDX SBOM generation and Trivy security scans.

Common Questions This Assistant Answers

  • How do I configure GitHub Actions OIDC federation to deploy resources securely to AWS EKS?
  • Write a hardened multi-stage Dockerfile for a Node.js web application running under a non-root user.
  • Generate an ArgoCD Application manifest for automated GitOps deployment with self-healing.
  • Create an Istio VirtualService and DestinationRule manifest for 90/10 canary traffic routing with mTLS.
  • Draft a Kubernetes Deployment manifest with CPU/Memory requests/limits and liveness/readiness probes.

Related Diagnostic Tools

Kubernetes Cluster Cost CalculatorSLA Uptime & Allowed Downtime CalculatorError Budget CalculatorBackup RPO/RTO CalculatorIncident Cost CalculatorAuto Scaling Threshold Calculator

Authoritative References

DORA Research & MetricsKubernetes Production HardeningIstio Service Mesh Traffic ManagementArgoCD Declarative GitOpsOWASP Secure Software Supply Chain

All AI-generated advice aligns with industry standards from IETF, NIST, and vendor documentation.