nWave-ai

Infrastructure as Code patterns (Terraform, Kubernetes), observability design (SLOs, metrics, alerting, dashboards), and pipeline security stages. Load when designing infrastructure, observability, or security scanning.

Python property-based testing with Hypothesis framework, strategies, and pytest integration

Uma metodologia para minimizar o número de testes e maximizar a cobertura comportamental. Inclui definição de comportamento, catálogo de anti-padrões, padrões de consolidação, critério de parada e validação com preservação de cobertura.

Infrastructure as Code patterns (Terraform, Kubernetes), observability design (SLOs, metrics, alerting, dashboards), and pipeline security stages. Load when designing infrastructure, observability, or security scanning.

Opportunity Solution Trees, opportunity scoring, Lean Canvas, JTBD job mapping, and technique selection guide

Foundational platform engineering knowledge from key references -- Continuous Delivery, SRE, Accelerate, Team Topologies, Chaos Engineering, and Secure Delivery. Load when contextual grounding in platform engineering theory is needed.

Python property-based testing with Hypothesis framework, strategies, and pytest integration

TLA+ and PlusCal for specifying distributed system invariants. Decision heuristics for when formal verification adds value, key patterns, state explosion management, and alternatives comparison.

JTBD methodology for extracting real jobs behind feature requests — job statements, abstraction layers, first-principles extraction, ODI outcome statements, and opportunity scoring

Hexagonal architecture patterns with pure core and side-effect shell for functional codebases

Roadmap-specific validation checks for architecture reviews. Load when reviewing roadmaps for implementation readiness.

Event Modeling facilitation technique — brainstorm events, identify commands and views, define aggregate boundaries, write Given-When-Then specifications