DevOps

Watch PR checks, auto-fix safe CI failures and escalate the rest

Pass explicit config from a .NET Aspire AppHost through environment variables

Manage local .NET tools through dotnet-tools.json for consistent CI and dev setups

Structure .NET solutions with shared build props, central packages and SourceLink

Instrument .NET code with OpenTelemetry traces, metrics and logs using best practices

Manage NuGet packages with Central Package Management and dotnet CLI commands

Cache Playwright browser binaries in GitHub Actions and Azure DevOps pipelines

Publish .NET services as container images with dotnet publish and no Dockerfile

Install MATLAB and toolboxes from the command line with mpm for CI jobs

Add OpenTelemetry spans and tracing to MATLAB functions for observability

Package raw MATLAB code into a published .mltbx toolbox in eight phases

Install, update and declare MATLAB packages with the built-in mpm package manager

Deploy Docker Compose apps and manage domains and databases on Dokploy

Query OpenObserve logs, manage dashboards and ingest data through its REST API

Write openship.json configs and fix validation errors for OpenShip deployments

Deploy apps with OpenShip and manage domains, storage and backups from the CLI

Deploy, configure and operate a LiveKit agent in production with safe shutdowns

Set up a local Polar development environment with Docker

Apply service mesh patterns to AI inference traffic with mTLS and canary releases

Run incident response for LLM outages, quality drops and runaway AI costs

Set alert rules and on-call rotations routed through PagerDuty or Opsgenie

Run GitOps deployments to Kubernetes with ArgoCD sync and progressive delivery

Deploy Azure resources with ARM templates and Bicep modules

Maintain an IT asset inventory and config database for hardware and cloud

Set up Azure Pipelines builds, releases and Azure DevOps project workflows

Build backup and recovery plans with rsync, Restic and cloud backups

Set up blue-green and canary releases with traffic shifting and rollbacks

Run change advisory reviews, change windows and rollback plans for releases

Write CircleCI config.yml pipelines with orbs and faster build caching

Deploy AWS stacks from CloudFormation with nested stacks and drift checks

Push, pull and lifecycle-manage images in ECR, ACR, GCR and Docker Hub

Set up Datadog agents, APM, dashboards, alerts and distributed tracing

Set up reproducible dev containers, Nix flakes and Devbox for whole teams

Set RPO and RTO targets and build disaster recovery failover runbooks

Define multi-container apps and local dev stacks with Docker Compose

Build efficient Dockerfiles and debug container images, networks and volumes

Observe syscalls and network flows with eBPF using Cilium, Tetragon and bpftrace

Deploy Elasticsearch, Logstash and Kibana for log pipelines and dashboards

Roll out features gradually with LaunchDarkly, Unleash or custom flags

Build GitHub Actions workflows for CI, runners, secrets and deployments

Write GitLab CI pipelines and manage runners for builds and deploys

Run GPU Kubernetes clusters with scheduling, autoscaling, MIG and cost controls

Build and release Helm charts with reusable templates and values

Run incident escalation, on-call schedules and blameless postmortem reviews

Create Jenkinsfile pipelines, build agents and plugins for Jenkins servers

Deploy, scale and troubleshoot Kubernetes workloads and cluster resources

Layer Kubernetes manifests with overlays and patches for each environment

Configure load balancers with health checks, traffic distribution and SSL termination

Set up Grafana Loki and Promtail and write LogQL queries for logs