2. DevOps & Infrastructure

Guides running repository test suites and troubleshooting CI failures for efficient development cycles.

Manages lifecycle of Ralph orchestration loops including start, monitoring, resuming, and cancellation.

Automates Worktrunk release workflow, handling versioning, building, and publishing to crates.io and GitHub repositories.

Guides PostgreSQL table migration to TimescaleDB hypertables with configuration optimization and performance validation.

Enables deployment and management of applications across Cloudflare, GCP, and Kubernetes using containerization, CI/CD, and GitOps practices.

Guides MLOps project refinement through CI/CD pipelines, containerization, and experiment tracking for efficient ML lifecycle management.

Guides implementation of validation layers including static analysis, testing, logging, and security scanning in MLOps workflows.

Automates release management for langgraph4j, enabling new project releases and progression to next development version.

Manages domain and DNS operations across Cloudflare, DNSimple, and Namecheap, including zone onboarding, nameserver changes, and redirect configurations.

Manages multiple isolated Dust development environments, handling port allocation and test execution within the ~/dust-hive directory.

Enables remote machine control using MCP and terminator CLI, activating on commands like 'remote MCP' or 'execute on remote' for VM management.

Manages multiple CLI agents via tmux sessions with start/stop, monitoring, assignment, and cron-based scheduling for server process orchestration.

Specializes in deploying and optimizing containerized serverless applications on Google Cloud Run, including event-driven functions and Pub/Sub integration for production environments.

Provides expert patterns for Neon serverless PostgreSQL implementation, including database branching, connection pooling, and Prisma/Drizzle ORM integration.

Provides event-driven background job processing for serverless applications without managing queues or workers.

Deploys Next.js applications to Vercel with production configuration and setup.

Expert for configuring Upstash QStash to enable serverless message queues, scheduled jobs, and reliable HTTP task delivery without infrastructure management.

Expertly manages file uploads to cloud storage services including S3 and R2, with support for presigned URLs, multipart transfers, and image optimization for large files.

Expert assistance for Docker containerization, including multi-stage builds, image optimization, security hardening, and Docker Compose orchestration in production.

Automates GitHub workflows with AI: PR reviews, issue triage, and CI/CD integration.

Builds and optimizes production AWS serverless applications using Lambda, API Gateway, and SAM/CDK deployment patterns.

Builds and manages scalable email infrastructure for transactional and marketing automation with optimal inbox deliverability.

Manages runtime tasks and memory states during Ralph orchestration execution, ensuring seamless workflow coordination.

Provides expert AWS solution architecture for startups, emphasizing serverless, scalability, cost-efficiency, and infrastructure-as-code with modern DevOps practices.