DevOps

Upgrades an MWAA environment to a newer Airflow version — within 2.x, within 3.x, or across the 2.x-to-3.x boundary.

Package and build custom AI models with Cog for deployment on Replicate.

Diagnoses CI and pull-request pipeline health for a GitHub repo using the engineering analytics MCP tools — pull-requests (PR list with CI status)…

Deploys, hosts, or runs a container or Docker app on Amazon Lightsail Container Service and returns a live, managed HTTPS URL at a flat monthly price — no…

Helps migrate self-managed Apache Kafka workloads to Amazon MSK Express.

Design app specs, deploy to App Platform, watch deployments, and read logs.

Diagnose app errors, unreachable Droplets, database connection failures, and DNS issues on DigitalOcean, read-only first.

Operate a live AWS workload with AWS DevOps Agent — incident investigation, root-cause analysis, and release-readiness review — for startups with no dedicated…

Deploy, update, validate, and troubleshoot the AgentKit hybrid-cloud customer-service demo in this directory.

Provides foundational Firebase CLI setup, CLI installation, version checks (`firebase-tools@latest --version`), CLI login (including --no-localhost), project…

Run tests, builds, and CI checks in isolated retained Sprites.

Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions; use `gh` to inspect checks and logs, summarize failure context…

Create, configure, validate, deploy, run, and manage Declarative Automation Bundles (DABs, formerly Databricks Asset Bundles).

Develop and deploy Lakeflow Jobs on Databricks via DABs, Python SDK, or the CLI.

Databricks AI Runtime, the `databricks air` CLI commands for submitting and managing GPU training workloads on Databricks serverless compute.

Check Heroku deployment status and verify the app is running.

Deploy an app to Heroku.

Creates and automates custom image builds with EC2 Image Builder - Linux, Windows, and macOS AMIs, and container images to ECR.

Authors, deploys, and troubleshoots AWS infrastructure using CDK with TypeScript or Python.

Configures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact.

Selects, investigates, and compares AWS object, file, and block storage services, and answers cost, performance, configuration, security, and troubleshooting…

Deploy an event-driven workflow that routes S3 uploads to either Lambda or Fargate via Step Functions based on file size.

Set up AI Runway on AKS — from bare cluster to running model.

Debug live Azure Kubernetes Service (AKS) incidents with a read-only, evidence-first investigation.