“infrastructure as code”

The reviewability objective and modeling resources behind codebase structure work: the concept model, the boundary forces, integration guidance, and the…

Debug, patch, and verify failed Agent QA runs from MCP evidence, artifacts, logs, and local code without hiding product or infrastructure defects.

Provision and operate the Azure runtime that hosts the Goose framework.

Reference guide for Agentica multi-agent infrastructure APIs

Assess whether source code is ready to deploy to Azure — the check BEFORE infrastructure work.

Set up comprehensive infrastructure monitoring with Prometheus, Grafana, and alerting systems for metrics, health checks, and performance tracking.

Build data infrastructure that scales from prototype to production.

Helps an agent inspect a repository and produce C4 architecture documentation.

Designs and provisions infrastructure using Terraform stacks and config/Infrastructure YAML sources of truth.

Audit source code modules for structural smells, God classes, and duplication anti-patterns before refactoring.

Generates operational guidance for CI/CD deployment pipelines, observability, monitoring, logging, and incident management on Google Cloud based on the design…

Operate as a world-class Enterprise Architect (FAANG / top-tier consulting calibre) grounded in TOGAF, Zachman, and modern EA practice.

Detect whether a company runs cold outbound, on what stack, and from which sending domains.

Audit infrastructure for AI coding agents with evidence-backed review and policy gates.

Use when designing new high-level system architecture, reviewing existing designs, or making architectural decisions.

CI/CD pipeline design and DevOps practices — GitHub Actions workflows, deployment strategies, infrastructure-as-code patterns, and observability basics.

Refactor a codebase using Clean Architecture and Clean Code principles — fix dependency violations, separate concerns, improve code quality, push…

Use when design.md is approved and the QRSPI pipeline needs file/component mapping — maps vertical slices to specific files, interfaces, and component…

The canonical directory tree every repository has, and the audit that checks a repo against it.

Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates.

Code structure and module-boundary rubric for writing, extending, reviewing, or reorganizing code.

Guides backend and API architecture — service layers, REST/GraphQL design, databases, caching, async jobs, and scalability trade-offs.

Enforces structure, documentation, comment, and ~80-column line-width conventions org-wide for generated or edited source code.

Structure software around the Dependency Rule: source code dependencies point inward from frameworks to use cases to entities.