2. DevOps & Infrastructure

Generates operational runbook specifications from technical specs, including SLOs, alerts, dashboards, and rollback steps for system readiness.

Executes slopos BIOS/MBR bootloader in QEMU headless mode, rebuilds boot images, and resolves common run issues like missing dependencies and display errors.

Generates structured migration plans for database schema or data changes, including phased rollout, rollback procedures, and validation steps for safe execution.

Manages iOS Simulators in CI/CD pipelines, resolving boot issues and performing cleanup for reliable testing environments.

Enforces consistent placement of the --namespace flag in kubectl commands to prevent common Kubernetes management errors.

Enforces pre-PR quality gates including 80% test coverage, passing tests, and semantic versioning.

Provides a centralized dashboard for monitoring dependency graphs, repository health, and proactive alerts across all code repositories.

Manages infrastructure as code operations with Terraform, Ansible, and Packer via the Mars platform for automated deployment and configuration.

Enables terminal-based benchmarking and failure analysis for Unix agents to monitor system performance and diagnose infrastructure issues.

Creates isolated development server instances with temporary root and dynamically assigned ports for concurrent testing.

Automates Amazon Bedrock Agent deployment and configuration using Terraform or Boto3 for AWS infrastructure management.

Ensures code changes pass pre-deployment checks including local tests, Docker builds, and CI/CD validation before production deployment.

System administrator review of deployment procedures, scripts, and documentation, prioritizing security, maintainability, and clear troubleshooting (read-only).

Validates and reconciles Redis configuration data against approved standards to prevent drift and ensure consistency during migrations and debugging.

Automates GitHub release creation with SemVer versioning, structured release notes, and executable commands for seamless deployments.

Advises on GitHub Actions workflows, deployment scripts, Docker pipelines, and CI/CD security hardening without executing commands.

Verifies configuration store status (Redis or file) using utility scripts to ensure correct setup and accessibility.

Configures and monitors background job queues using Gravito Quasar for efficient task scheduling and real-time system insights.

Automates Gravito infrastructure deployment and management using Docker, Fly.toml, and CI/CD pipelines.

Validates MixSeek configuration files against TOML syntax and schema compliance.

Provides OS-level system performance analysis and infrastructure optimization for low-level operational concerns, including worker management and performance tuning.

Automates system error detection and diagnosis through configuration validation, command checks, and connectivity monitoring to prevent user-impacting failures.

Generates production-ready Kubernetes deployment and service manifests with health checks, auto-scaling, resource limits, and ingress configuration.

Validates code locally to catch issues before pushing, preventing CI pipeline failures and saving time.