2. DevOps & Infrastructure

Plans cloud migration strategies including lift-and-shift, re-platforming, and phased migration waves for seamless infrastructure transition.

Accelerates software build cycles through caching, parallel execution, and artifact management in CI/CD workflows.

CLI toolkit for infrastructure provisioning, container management, and system administration across cloud and local systems.

Creates Docker entrypoint.sh to replace environment variable placeholders in built assets with actual values at container startup.

Manages software installation lifecycle: staging, registry management, and uninstallation for the Kingsman platform.

Automates GitHub Packages registry configuration in .npmrc, mapping organization scopes and securely storing tokens.

Generates optimized Dockerfiles for multi-stage container builds, combining Node.js application build and nginx serving stages for production deployment.

Manages SRE on-call duties including incident response, escalation protocols, and postmortem analysis for system reliability.

Displays real-time health status of the agent-mobile system upon user queries like 'health' or the /health command.

Creates and manages Helm charts for packaging Kubernetes applications, handling multi-environment deployments and chart templating.

Resolves secret references in environment variables for shell command invocations, ensuring secure execution of tools like gh and hut.

Assists in designing, deploying, and optimizing AWS cloud infrastructure including serverless services, databases, and cost management.

Executes a full build pipeline with code quality checks, testing, and production build for deployment readiness.

Manages project build, deployment, and CI/CD pipeline operations including pre-flight checks and release processes.

Enables deployment, monitoring, and management of machine learning models in production environments through MLOps practices and infrastructure setup.

Provides containerization and orchestration patterns using Docker, Docker Compose, and Kubernetes for efficient deployment and management.

Enables deployment, scaling, and management of machine learning models on serverless GPU infrastructure with batch processing and autoscaling.

Enables production deployment and environment setup using Docker Compose with PostgreSQL and LDAP authentication configuration.

Ensures task completion by executing verification commands and validating output before declaring success.

Enables implementation and debugging of distributed tracing in microservices using Jaeger, Tempo, and OpenTelemetry for enhanced observability.

Provides ultra-concise bash command patterns for building efficient shell commands and one-liners.

Manages persistent terminal sessions for long-running commands and SSH without a live TTY, using tmux in a single window with panes.

Provides best practices for CI/CD pipelines, including GitHub Actions, testing, and deployment strategies.

Provides a complete guide for using OtterStack, a Git-driven Docker Compose deployment tool enabling zero-downtime deployments and project management.