DevOps e Infra

Create, review, validate, refactor, or troubleshoot Infrastructure-as-Code using Terraform and/or Terragrunt (modules, stacks, layouts, remote state, dependency wiring).

Command-and-Control infrastructure hygiene for red teams — redirector architecture (HTTP/HTTPS/DNS), traffic shaping (sleep/jitter/staging), TLS-cert and domain aging, OPSEC checklist, and defensive detection opportunities mapped to ATT&CK Command and Control (TA0011).

Guide for writing GitHub Actions workflows with triggers, reusable workflows, matrix strategies, caching, secrets, and composite actions. Use when the user creates or modifies GitHub Actions workflows, asks about CI/CD on GitHub, or needs help with workflow syntax. Trigger whenever GitHub Actions, .github/workflows, or CI pipelines on GitHub are mentioned.

Uma introdução ao Fused, explicando o que é e quando utilizá-lo. É ideal para decidir se Fused se encaixa em uma tarefa, planejar novos projetos ou entender suas capacidades como plataforma de execução remota de Python.

Profile and diagnose performance bottlenecks in web and backend applications. Activate whenever the user reports slow performance, asks about profiling tools, investigates memory leaks, needs to generate flame graphs, or is optimizing CPU or memory usage. Also activate when mentioning Chrome DevTools, cProfile, py-spy, pprof, or heap snapshots.

Utilize quando uma alteração de código, diff ou pull request estiver pronta para revisão, ou quando as conclusões da revisão de código tiverem sido aplicadas.

Patterns for using TaskCreate, TaskUpdate, TaskList, and TaskGet to coordinate multi-step work. Use when the user has a complex project with multiple steps, needs progress tracking, dependency management, or multi-agent task assignment.

Um motor universal de execução de tarefas de IA que analisa a intenção do usuário, gera planos de execução e resolve automaticamente problemas de ambiente para executar tarefas com interação mínima.

Red-green-refactor TDD cycle, test-first methodology, coverage targets (80%+), and test pyramid. Use when the user is implementing a new feature, fixing a bug, asks about TDD, or mentions writing tests before code. Always push for test-first.

Build async FastAPI applications with async/await endpoints, background tasks, middleware, lifespan events, WebSockets, and streaming responses. Use when the user builds a FastAPI app, asks about async patterns, implements real-time features, or needs non-blocking I/O. Trigger when you see synchronous code in FastAPI that should be async.

Patterns for Claude tool use including tool definition schemas, multi-tool orchestration, parallel tool calls, error handling, and result formatting. Use when the user is defining tools for Claude, building agentic workflows with tool calling, handling tool errors, or implementing multi-step tool pipelines.

Use when you want to see a site through fresh eyes — how different types of people experience it for the first time. Dispatches agents with varying tech sophistication who land on the site cold and report confusion, friction, and first impressions.