2. DevOps & Infrastructure

Optimizes global video delivery through CDN configuration, caching strategies, and performance tuning using services like CloudFront and Cloudflare.

Coordinates phased firmware update campaigns for large-scale IoT device fleets with real-time monitoring and deployment tracking.

Standardizes and packages logs, metrics, and traces for services using a lightweight stack with shared instrumentation, dashboards, and alerting.

Enables efficient data processing at IoT device edges, reducing latency and bandwidth through local computation and cloud synchronization.

Enables zero-downtime deployments by incrementally updating application instances in small batches, with immediate rollback capability.

Provides operational patterns for multi-tenant systems including tenant-safe debugging, monitoring, maintenance, migrations, and compliance-aware access.

Optimizes compute, database, and network resource allocation to balance cost efficiency and system performance.

Expert assistance in designing CI/CD pipelines, deployment strategies, and infrastructure configuration for cloud and on-prem environments.

Provides technical implementation of cloud cost controls to prevent unexpected billing and enforce budget policies.

Comprehensive guide to evaluating software deployments using offline and online strategies including A/B testing, shadow mode, and canary deployments.

Automates standardized software release processes including versioning, changelog generation, and deployment to streamline releases.

Provides comprehensive disaster recovery planning and implementation strategies for IoT infrastructure to ensure system resilience and operational continuity.

Optimizes Kubernetes distributions for edge and IoT deployments in resource-constrained environments.

Enables zero-downtime deployments through parallel environment routing, seamless version switching, and instant rollback capabilities.

Provides a structured workflow for incident triage, enabling teams to prioritize and categorize system incidents for efficient resolution.

Enforces environment standards for development, staging, and production with parity principles, data policies, and deployment controls.

Provides production-ready Kubernetes platform patterns for cluster architecture, security, GitOps, observability, autoscaling, and operational guardrails.

Automates IoT infrastructure deployment with Terraform, Ansible, and GitOps for scalable, reproducible cloud environments.

Provides a comprehensive guide to safe agent deployment strategies using canary releases, feature flags, kill switches, and automated rollbacks.

Enables cloud cost modeling and pricing strategy development for infrastructure optimization across AWS, Azure, and GCP environments.

Provides configuration and troubleshooting assistance for Kamailio SIP server, including routing logic, pseudo-variables, and module setup.

Comprehensive guide for deploying and serving LLM models in production, covering optimization, batching, caching, and infrastructure setup.

Enables tmux terminal multiplexing for orchestrating Claude subagents, running long-running commands, and capturing window output.

Adds MCP tools to server infrastructure to enable GitHub PR review functionality, enhancing code review workflows.