Use when the user wants to run the full Specify → Plan → Implement → Deploy loop end-to-end in one shot.
Deploy the current project to the cloud using Defang.
Docker Infrastructure & Security Hardening Specialist — Port ENV-first.
Prepare releases with changelog, version bump, and tagging.
Use when the user asks to bootstrap a Splunk host, install a heavy forwarder, build a
Reviews, validates, and safely merges Dependabot pull requests for the sq.io site (site/, Bun lockfile).
Core Site Reliability Engineering reasoning framework for designing, reviewing, modifying, operating, automating, documenting, testing…
Use when responding to production incidents following SRE principles and best practices.
Site Reliability Engineering practices from Google - the company that invented SRE.
SRE-focused reasoning for software releases, deployments, rollouts, configuration changes, database migrations, feature flags, and other…
SSH triage: Remote Login, launchd sshd, pre-auth closes, stale sessions.
Manage SSL/TLS certificates with automated provisioning, renewal, and monitoring using Let's Encrypt, ACM, or Vault.
Fix a staging bug without ever touching a server — work from evidence (read-only staging inspection only with this session's explicit…
Preflight and run a release via script/publish — clean tree, tests green, changelog entry present, then hand off to the interactive script.
Set up AI Runway on AKS — from bare cluster to running model.
Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents.
Use for Azure AI: Search, Speech, OpenAI, Document Intelligence.
Assess and migrate cross-cloud workloads to Azure with reports and code conversion.
Run Azure compliance and security audits with azqr plus Key Vault expiration checks.
Azure VM/VMSS router. WHEN: create / provision / deploy / spin-up VM, recommend VM size, compare VM pricing, VMSS, scale set, autoscale…
Azure cost management: query costs, forecast spending, optimize to reduce waste.