DevOps & Deployment for Claude Code

Plan and execute canary releases for model updates — traffic splitting, rollback triggers, success metrics.

Audit current model deployment topology — serving config, latency profile, version inventory.

Design and configure model serving infrastructure — endpoint scaling, batching, GPU allocation.

Infrastructure Specialist Team — Edge: Edge computing and CDN — global distribution, cache strategy, edge functions, latency optimization

Edge skill: edge-cdn

Edge skill: edge-route

Install all 15 Engineering Team agents at once

Build automated regression suites — golden sets, threshold alerting, CI integration for model changes.

Infrastructure Specialist Team — Finop: Cloud cost optimization — FinOps practices, rightsizing, reservation strategy, cost attribution

Build zero-downtime database migrations — forward SQL, rollback SQL, deployment sequence. Use when asked to "write migration", "schema change", "add column", "rename table", "drop column", or "migrate safely".

Infrastructure engineer — cloud services, networking, IaC, cost optimization

Audit existing infrastructure for security issues, waste, and misconfigurations. Use when asked to "audit my infra", "check cloud setup", "infra review", "are we wasting money", "security check on infra", or "review my terraform".

Audit cloud infrastructure costs and produce a concrete optimization plan with specific changes and estimated savings. Use when asked to "how much is this costing", "reduce cloud spend", "cost optimization", "are we overpaying", "cloud bill", or "budget for this infra".

Diagnose runtime infrastructure issues — cold starts, timeouts, scaling problems, network failures. Use when asked about "infra is slow", "cold starts", "network issues", "why is this timing out", "scaling problem", "latency spikes", or "service is down".

Build production-grade infrastructure as code for a service or project. Use when asked to "set up infra", "provision infrastructure", "create cloud resources", "IaC for this project", "terraform for this", or "deploy this service".

Design and build networking infrastructure — VPCs, subnets, DNS, load balancers, firewall rules. Use when asked to "set up networking", "VPC design", "configure DNS", "load balancer setup", "network architecture", or "firewall rules".

Infrastructure reconnaissance — inventory all cloud resources, map connections, flag risks. Use when asked to "inventory our infra", "what infrastructure do we have", "map our cloud resources", "infra discovery", or "what's running in our cloud".

|

Install all 23 tonone agents at once — Engineering Team + Product Team

|

|

|

Infrastructure Specialist Team — 10 agents: Kube, Terra, Finop, Serv, Edge, Cache, Queue, Mesh, Multi, Chaos

Operations engineer — process design, vendor management, legal ops, compliance (SOC2/GDPR), OKR execution, and cross-functional coordination

Infrastructure Specialist Team — Kube: Kubernetes cluster design — RBAC, networking, operators, workload configuration

Kube skill: kube-design

Kube skill: kube-rbac

Kube skill: kube-recon

Infrastructure Specialist Team — Mesh: Service mesh design — Istio/Linkerd/Envoy, mTLS, traffic management, observability integration

Infrastructure Specialist Team — Multi: Multi-cloud architecture — provider selection, portability strategy, lock-in avoidance, workload placement

Multi skill: multi-port

Platform engineer — developer experience, service catalogs, internal CLIs, golden paths, environment management

Set up local development environments — devcontainers, Docker Compose, one-command setup, dev/prod parity. Use when asked to "set up dev environment", "devcontainer", "docker compose for dev", "local development setup", or "one command to run".

Define a golden path — the opinionated, supported way to do a common developer task (create a new service, set up an environment, deploy a feature). Produces concrete steps, templates, and tooling. Use when asked to "golden path", "create project template", "scaffold a new service", "how should we create services", or "standardize our setup".

Platform reconnaissance — inventory all developer tooling, environments, build systems, and developer workflows for project takeover. Use when asked to "understand the dev setup", "developer tooling assessment", "platform assessment", or "how do developers work here".

Build API test suites — endpoint testing, contract testing, load testing for REST/GraphQL/gRPC APIs. Use when asked to "test this API", "API tests", "endpoint testing", "contract tests", or "load test".

Build E2E test specs for critical user journeys — Playwright or Cypress, page objects, setup/teardown, CI config. Use when asked to "write E2E tests", "end-to-end testing", "browser tests", "UI tests", or "Playwright tests".

Infrastructure Specialist Team — Queue: Message queuing and streaming — Kafka, SQS, RabbitMQ design, consumer group strategy, dead letter queues

DevOps engineer — CI/CD, deployments, GitOps, developer experience