2. DevOps & Infrastructure

Provides Terraform conventions and guidelines for deploying infrastructure on SAP Business Technology Platform (SAP BTP).

Enforces Kubernetes manifest best practices including labeling, security contexts, resource management, and validation commands.

Automates Docker configuration validation by linting Dockerfiles and setup files for best practices and compliance.

Provides best practices for Power BI DevOps, CI/CD pipelines, version control, and deployment automation in enterprise environments.

Provides best practices and conventions for writing robust and maintainable shell scripts in bash, sh, and zsh for system automation.

Generates Dockerfiles, Docker Compose configurations, and deployment scripts for Go projects to streamline containerization and deployment workflows.

Provides Sentry CLI commands for monitoring application errors, releases, and performance metrics in production environments.

Manages GitHub repository workflows including issues, pull requests, actions, releases, and branch operations via API.

Provides YAML configuration recommendations for Microsoft Dev Box image definitions used in team customizations triggers.

Guides ICP CLI usage for local network setup, canister deployment, identity management, and cycle/token operations on the Internet Computer platform.

Displays system processes sorted by CPU/memory, load average, RAM usage, and uptime for real-time server performance monitoring.

Manages webhooks for integration with development and operations tools including GitHub, Jira, Slack, and Sentry.

Provides defensive Bash scripting patterns for robust CI/CD pipeline implementation and debugging.

Guides setup, debugging, and compliance management of CI/CD pipelines for staging and production deployments.

Provides visibility into complex agentic workflows and multi-step processes for debugging and traceability in production environments.

Manages human approval workflow for code execution by creating draft PRs and notifying stakeholders for review.

Manages application configuration with environment variables, Azure Key Vault, feature flags, and environment-specific settings for secure deployment.

Manages MCP servers for discovery, analysis, and execution of tools/resources, enabling intelligent tool selection and multi-server coordination.

Enables production observability with structured logging, tracing, metrics, and alerting strategies using industry tools.

Reduces Git LFS bandwidth costs in CI/CD by auditing usage, disabling automatic checkout, and implementing cache/selective fetch strategies.

Provides best practices for remote Git workflows including pull requests, CI/CD integration, and branch protection rules on GitHub and Azure DevOps.

Simplifies connecting to Cloud SQL databases (MySQL, PostgreSQL, SQL Server) from GKE clusters or bastion VMs using port forwarding.

Manages MCP servers for discovery, analysis, and execution of tools/resources, enabling intelligent tool selection and multi-server coordination.

Manages ArgoCD GitOps deployments for Kubernetes, including installation, ApplicationSets configuration, and GitLab CI integration.