How we pick tools.
Our toolchain philosophy and the trade-offs behind each default. Not a vendor pitch — context-first choices we can defend.
Infrastructure as Code
We default to Terraform for cloud provisioning — multi-provider, mature ecosystem, and state handling that teams understand. We write small composable modules with minimal variables so you can own and extend. When Pulumi or CloudFormation fits better (existing org standards), we adapt.
Containers & orchestration
Kubernetes (EKS, GKE, AKS) when you need portability, scale, or a rich ecosystem. We recommend managed control planes to reduce operational load. For simpler workloads: ECS, Cloud Run, or App Service. Right tool for the context — we don't force K8s.
CI/CD
GitHub Actions, GitLab CI, or AWS CodePipeline — wherever your repos and team already live. Pipeline-as-code, short feedback loops, and security checks in the pipeline. Keep pipelines portable; avoid lock-in where it matters.
Observability
Metrics, logs, and traces with Prometheus, Grafana, and OpenTelemetry where possible. Managed services (Datadog, PagerDuty) when they genuinely reduce toil or improve SLO coverage. Goal: actionable alerts, clear ownership, no dashboard sprawl.
Security & secrets
Secrets in a vault (HashiCorp Vault, AWS Secrets Manager, or cloud-native). Least-privilege IAM, short-lived credentials, and audit trails. We align to SOC 2, ISO 27001, or your internal policies without over-engineering.
Languages & frameworks
We don't prescribe a language — we work with what your team uses. Node, Python, Go, Java, PHP, Ruby, .NET. Our job is the ops surface around it: packaging, runtime, delivery, and telemetry.
Want to see how this applies to your project?
Read the architecture approach for how we make decisions, or book a discovery call.