2. DevOps & Infrastructure

Orchestrates distributed task execution across agents and VMs, managing dependencies, parallel processing, and failure recovery for batch development workflows.

Validates Nix code with integrated linting, formatting, and flake checks for robust infrastructure-as-code management.

Automates long-running implementation tasks with minimal checkpoints for continuous deployment and infrastructure management.

Guides setup of Celery worker with RabbitMQ topology, including queue creation, exchange/binding definitions, and DLQ configuration.

Provides Kubernetes debugging guidance for pod troubleshooting, log analysis, network diagnosis, and cluster management using Helm and ArgoCD.

Enables pre-push validation, CI monitoring, and release quality gates to ensure code stability before merging or deploying.

Automates port conflict resolution by killing existing processes before starting a Node.js server, preventing EADDRINUSE errors.

Guides execution of git and GitHub CLI commands in sandboxed environments, explaining network access restrictions for operations like push, pull, and clone.

Enables telemetry, metrics, and tracing for real-time monitoring and debugging of Elixir/BEAM application performance in production.

Provides solutions for common CI/CD pipeline issues, including build failures, connection errors, and sandbox-related problems.

Enables communication between CLI agents or scripts running in separate tmux panes for coordinated terminal workflows.

Manages Netlify deployment, status checks, environment variables, and project configurations for the MyGGV GPS site.

Provides comprehensive iOS code signing support, including certificate management, provisioning profiles, and CI/CD integration to resolve signing errors and streamline deployment.

Automates H3C network device test environment configuration using pytest conftest.py for setup and cleanup.

Monitors health of local LLM servers (Ollama, vLLM, SGLang) and manages model caches for optimal performance.

Automates Git and GitHub workflows including branch management, pull requests, and repository operations for OpenCode agents.

Executes local CI checks and pre-push validation using Deno tasks to ensure code quality before commits.

Automates ArangoDB database management tasks including backups, health checks, and integrity verification for local and containerized deployments.

Guides users through version bumping, branch merging, and version tagging for software releases.

Provides safe cleanup of unused Docker resources and management of Docker Compose stacks for efficient container orchestration.

Assists in executing PCSC One migration tasks with context-aware guidance for seamless system transition and infrastructure alignment.

Ensures system observability through logging, metrics, health checks, and configuration validation for bug handling and failure investigations.

Unified dispatcher for managing system configurations including services, security, desktop settings, and GPU containers in bazzite-ai.

Configures Jenkins CI/CD pipelines for data platforms using Kubernetes pod agents, including linting, security scanning, deployment strategies, and DORA metrics.