DevOps & Deployment for Claude Code

Collect infrastructure performance metrics

Check infrastructure compliance (SOC2, HIPAA, PCI-DSS)

Set up and optimize database connection pooling

Scan containers for vulnerabilities using Trivy, Snyk, and other security tools

> Validate API contracts with consumer-driven testing and OpenAPI validation

Optimize cloud costs and generate cost reports

Create a production-ready Google Cloud agent using ADK and Agent Starter...

Create intelligent alerting rules

Create APM monitoring dashboards

Create load test scenarios and scripts

Create API monitoring dashboard

> Create secure webhook endpoints with validation and resilience

Generate a YAML workflow from natural language

Execute SOP-101 Morning Health Check Routine for all FairDB VPS instances

> Compare database schemas and generate safe migration scripts with rollback...

Scan a job's code and JARs for the Databricks Runtime upgrade landmines (DBR-14 CWD 500MB cap, DBR-15.1 JDK-11 removal) before bumping the runtime.

> Detect and resolve database deadlocks with automated monitoring

Demonstrates the 5 plugin management Skills for creating, validating,...

Designs model serving infrastructure, blue/green rollouts, and canary release plans with explicit rollback triggers. Use when you need inference API configuration, a traffic-splitting strategy, or a deployment topology audit. Trigger with \"design the model serving setup\", \"plan a canary release\".

Execute AI/ML task with intelligent automation

Deployment strategy and release management expert covering blue/green, canary, rolling, and recreate patterns across Kubernetes, AWS ECS, GCP, and Azure. Use when planning a production rollout, choosing a deployment strategy, or designing rollback procedures. Trigger with \"deployment strategy\", \"zero-downtime deploy\".

Recommend deployment strategy for your application

Detect performance regressions in CI/CD

Use when reviewing CI/CD pipelines, infrastructure-as-code, container/build config, deployment, or observability changes — verifies operational safety against the devops persona standards.

Generate Docker Compose configurations

Generate docker-compose.yml for multi-service applications

Analyze and optimize Docker images for size and build speed

Analyzes Dockerfiles and produces optimized multi-stage builds, .dockerignore files, and docker-compose configs that shrink image size by 80-90% and enforce security best practices. Use when optimizing container builds or starting a new Dockerfile. Trigger with \"optimize my dockerfile\", \"reduce docker image size\".

Generate optimized Dockerfile with multi-stage builds

Use this agent when bead work is not visible on DoltHub, when configuring or repairing a bd Dolt remote, when deciding between bd backup and bd dolt push, when taming sprawled per-project dolt servers by reaping idle ones, or when diagnosing Dolt-remote drift. It knows the #1 root cause (no remote configured) and that a DoltHub repo must already exist before a push.

Plan and implement disaster recovery procedures

Detect infrastructure drift from desired state

Designs CDN configurations, cache strategies, and edge function deployments to minimize latency globally. Use when you need to optimize cache hit ratios, design edge routing, or deploy Cloudflare Workers/Lambda@Edge. Trigger with \"design CDN config\", \"optimize cache strategy\".

Manage environment configurations and secrets across deployments

> Generate environment configuration files and validation schemas

> Generate environment configuration files and validation schemas

Set up and manage isolated test environments