Pulumi vs. Terraform in 2025: Why We Choose Pulumi on Google Cloud

Real-world lessons on cost, reliability, and developer experience from building production infrastructure at 7Sigma.

Infrastructure as Code in 2025: Why We Lean Pulumi (and Why Google Cloud is Our Foundation) At 7Sigma, we have built infrastructure every way imaginable: raw bash scripts with gcloud, Terraform modules, Kubernetes-native operators, and modern IaC fra...

Infrastructure as Code in 2025: Why We Lean Pulumi (and Why Google Cloud is Our Foundation) At 7Sigma, we have built infrastructure every way imaginable: raw bash scripts with gcloud, Terraform modules, Kubernetes-native operators, and modern IaC frameworks. Over time, one thing became clear: Infrastructure-as-Code (IaC) is table stakes in 2025, and Pulumi is the tool we usually reach for. From Bash to Infrastructure as Code Bash and CLI calls work fine, until they don't. Imperative vs. desired state: Bash says “do this now”, IaC says “make the world look like this”. Drift detection: With bash, you only find out something changed when it breaks, IaC refresh shows drift immediately. Idempotency: Run bash twice and you might create two instances, run Pulumi twice and it converges without duplicates. Bash is great for initial setups, spikes, and experiments. For long-lived systems, IaC is the only way to achieve consistency and safety. Why Pulumi Stands Out Pulumi gives us everything bash does not: Change previews: pulumi preview shows exactly what will change before it happens. Drift awareness: pulumi refresh syncs reality to code. Reusable components: We can package infra as NPM or PyPI libraries, version them, and share them across projects. Real programming languages: TypeScript, Python, Go, and C#. Loops, functions, and types are native, not bolted on. Multi environment config: Stacks keep dev, staging, and prod configurations separate and consistent. Policy and testing: We can unit test infra modules and enforce guardrails like “no public buckets”. For us, Pulumi means infrastructure as software: typed, testable, composable, and reusable. Pulumi vs Terraform (and Others) Pulumi and Terraform both manage desired state, but they differ in style and ergonomics. AreaPulumiTerraform LanguageTypeScript, Python, Go, C#, full power of real languagesHCL, domain specific DSL ReusabilityShare as packages, testable codeModules, less expressive EcosystemBuilt on Terraform providers, broad but newerHuge, mature ecosystem TypingStrong typing, IDE autocompleteWeakly typed, errors at apply time CommunityGrowingIndustry standard, very large Terraform is the safe, boring choice for infra specialists who live in HCL.Pulumi shines for developer heavy teams who want infra to feel like code. Other contenders: AWS CDK: Good if you are AWS only. Multi cloud exists via Terraform, but more clunky. Crossplane: Manage infra as Kubernetes CRDs, powerful but heavy for non K8s shops. Ansible: Still great for configuring inside VMs, not ideal for managing cloud infra. Decision Flow flowchart TD A[Need Infra Automation?] -->|One-off or disposable| B[Bash / gcloud CLI] A -->|Long-lived infra| C{Team Style?} C -->|Infra team, HCL experience| D[Terraform] C -->|App devs, code-first| E[Pulumi] C -->|AWS-centric| F[AWS CDK] C -->|Kubernetes-first org| G[Crossplane] D --> H[Stable, broad ecosystem] E --> I[Typed, reusable infra as code] F --> J[AWS CloudFormation + CDK] G --> K[Unified K8s control plane] Why Our Infra Runs on Google Cloud Pulumi is our IaC engine of choice. The underlying cloud is usually Google Cloud, because it balances cost, reliability, and ecosystem depth better than the alternatives. Rock solid infra: Cloud Run handles containerized apps with scale to zero and zero downtime deploys. Cloud SQL provides resilient databases with automatic backups. Lifecycle costs: A minimal Cloud Run plus Cloud SQL setup starts around 25 to 30 USD per month, competitive with Fly or Render but with more stability and fewer hidden costs. Granularity: IAM, autoscaling, network, and storage tiers allow precise tuning for security and efficiency. Ecosystem depth: APIs for Maps, Drive, and Workspace, plus Vertex AI for ML and AI, all within the same console. Security tooling: Least-privilege IAM by default, built-in vulnerability scanning for Docker images, continuous policy audits, and compliance certifications (SOC, HIPAA, ISO) available out of the box. Pulumi lets us codify these guardrails so no team member can accidentally drift into insecure configs. The Loosely Coupled Google Umbrella Perhaps the most underrated advantage of choosing Google Cloud is that it sits under the same umbrella as Google Workspace. Over 3 billion users rely on Workspace tools, according to Exploding Topics. More than 40 percent of Fortune 500 companies run their collaboration and identity through Gmail, Drive, Docs, and Calendar, according to Patronum. This means authentication, identity, and data sharing are already standardized across the tools most teams use every day. With Google Cloud and Workspace together, you get a loosely coupled Google umbrella: Unified identity and SSO between Workspace and Cloud IAM. Collaboration tools, Docs, Sheets, and Drive, integrate directly into GCP workflows. No code automation with AppSheet and Apps Scrip