Build a full CI/CD pipeline from scratch.
Audit cloud infrastructure costs and produce a concrete optimization plan with specific changes and estimated savings.
Implement Databricks API rate limiting, backoff, and idempotency patterns.
Apply production-ready Databricks SDK patterns for Python and REST API.
Audit developer experience — measure onboarding time, build speed, deployment friction, and developer satisfaction.
Set up local development environments — devcontainers, Docker Compose, one-command setup, dev/prod parity.
Diagnose runtime infrastructure issues — cold starts, timeouts, scaling problems, network failures.
Infrastructure engineer — cloud services, IaC, networking, cost optimization.
Define a golden path — the opinionated, supported way to do a common developer task (create a new service, set up an environment, deploy a…
DevOps engineer — CI/CD pipelines, deployments, GitOps, Docker, and developer experience.
End-to-end ship workflow — merge base, run tests, review diff, bump version, commit, push, create PR.
Build stateful Durable Objects for real-time apps, WebSocket servers, coordination, and persistent state.
Store and transform images with Cloudflare Images API and transformations.
This skill should be used when managing Tailscale mesh VPN networks.
Preferred: use the asyncio watcher to monitor review comments, CI, and head updates in parallel:
Execute Juicebox production checklist.
Automate Jumpcloud tasks via Rube MCP (Composio).
Help users deploy LLM models to Kubernetes using the KAITO kubectl plugin.
Automate Kaleido tasks via Rube MCP (Composio).
An engineering runbook — service overview, alerts table, dashboards links, common procedures with copy-pasteable commands, on-call…
Declare, evaluate, manage, and remove framework feature flags.