2. DevOps & Infrastructure

Provides best-practice Docker containerization for Node.js/Next.js apps using multi-stage builds, hardened images, and AI-assisted operations.

Enables secure execution of gcloud commands with built-in allowlist checks to prevent blocked operations in Google Cloud environments.

Automates Docker service deployment to test server via SSH, including local image building, transfer, and cleanup of old images on host and remote.

Enables deployment, management, and scaling of containerized applications on Kubernetes clusters, supporting local development with Minikube and production environments.

Comprehensive guidance for using uv (Python package manager) in Docker with multi-stage builds, caching, and optimization for production containerized Python applications.

Automates end-to-end Git workflow: commit, push, PR creation, CI waiting, results fetching, and merge for seamless code delivery.

Generates Azure Bicep templates for infrastructure as code, enabling cloud architecture design and deployment automation.

Generates Bicep files to recreate existing Azure infrastructure configurations, enabling infrastructure-as-code management and replication.

Guides setup, management, and scaling of Apache Kafka for event-driven architectures, including producers, consumers, and stream processing.

Enables seamless integration with Canva's internal engineering tools including GitHub, Jira, and Buildkite for managing PRs, issues, and CI/CD logs.

Assesses logging coverage, error tracking, and monitoring systems to enhance production issue resolution and incident response.

Automatically monitors NinjaTrader 8 logs for errors, rejections, and crashes, providing real-time stability alerts for trading platforms.

Wrapper for Azure DevOps operations that validates actions, provides rollback, and enforces best practices for work items and git operations.

Provides a pre-deployment verification checklist ensuring build health, migration readiness, feature flag management, and environment parity before production releases.

Resumes CI/CD pipeline execution from the last completed phase or task, enabling efficient workflow continuation after interruptions.

Configures Git repository with development branch workflow, main branch protection, and PR validation according to a guide, ensuring atomic setup via Git MCP server.

Automates Azure DevOps work item updates by linking Git commits, adding summaries, and setting status to 'Ready for Testing' for code-work item traceability.

Checks a specific CI/CD pipeline gate (1-5) to validate process compliance before progression.

Validates Git repository setup against development branch workflow and main branch protection standards, providing status and recommendations via Git MCP server.

Automates the completion of pipeline requirements and triggers the software release process.

Automates creation of Azure DevOps work items (Epics, Features, User Stories) from markdown with UCP calculation and parent-child linking for traceability.

Enables task-by-task execution of build phases within CI/CD pipelines for automated software delivery and deployment.

Provides guidelines for running long-lived processes (servers, watchers) without blocking the agent's main execution flow.

Query and manage Datadog logs, metrics, monitors, and dashboards for incident investigation and alert monitoring.