// Topics / Cloud

Cloud

    Cloud Cost Optimization Starts With Visibility Most cloud cost problems are visibility problems. Fix tagging, kill idle resources, right-size the rest, and make cost a regular engineering conversation. cost cloud infrastructure Terraform Patterns That Scale: Modules, State, Promotion Practical Terraform patterns for teams past the tutorial stage: module design, state management, environment promotion, and policy enforcement. infrastructure-as-code devops cloud Cloud Cost Management: You Do Not Need a FinOps Team Most cloud cost work is deleting unused resources, tagging, right-sizing, and committing to the baseline. Engineering teams should own it. cloud cost infrastructure The December 2021 AWS us-east-1 Outage Was Predictable The December 7 us-east-1 outage hit AWS control planes, not running workloads. Why it keeps catching teams out, and the multi-region basics that help. cloud incident-management reliability Terraform at Scale: What Changed Since 2019 Two years after my first Terraform-at-scale post: what held up, what broke, and what I do differently now with modules, workspaces, CI, and policy. infrastructure-as-code devops cloud Kubernetes Cost Optimization: Right-Size Requests First Most clusters I review run at 20-40% utilization. How I help teams cut Kubernetes bills: honest requests, better bin packing, spot nodes, and ownership. kubernetes cost infrastructure WebAssembly Beyond the Browser: A 2021 Progress Report Server-side Wasm in mid-2021: edge platforms and Envoy plugins are real, WASI still lacks networking, and containers aren't going anywhere. infrastructure cloud go Serverless Databases vs Postgres: Most Teams Need Postgres Aurora Serverless, DynamoDB, Fauna, and PlanetScale solve problems most teams don't have. Postgres with a connection pooler is still the default. cloud databases architecture Multi-Cloud Is Mostly a Marketing Strategy Multi-cloud sounds great in vendor pitches. In practice, it doubles your operational burden for benefits most teams will never need. cloud architecture infrastructure Rust vs Go for Cloud Services: A Go Developer's View A Go developer on Rust in early 2021: where it wins (tail latency, memory, compile-time safety), where Go still wins, and when a rewrite pays off. engineering go cloud Serverless vs Containers: Where the Math Stops Working Lambda vs Fargate at different traffic levels, with mid-2020 prices: where serverless wins, where containers win, and where the cost crossover sits. cloud containers architecture AWS Security While Scaling Fast: Make Secure the Default Scaling AWS overnight? Manual security review collapses under that pressure. Secure defaults hold: IAM boundaries, private Terraform modules, GuardDuty. security cloud infrastructure Kubernetes Predictions for 2020: Day-Two Operations Win The adoption debate is over. 2020 is about operating Kubernetes well: managed control planes, GitOps by default, and policy enforcement. kubernetes trends cloud FinOps for Engineers: The Cloud Bill as a Design Document Cloud cost is an architecture problem disguised as a spreadsheet. Read your AWS bill as an engineering signal: unit costs, data transfer, idle spend. cost cloud architecture Terraform at Scale: Splitting the State Monolith How to split a monolithic Terraform state into something teams can work with: state layout by domain, small pinned modules, plan review, and drift checks. infrastructure-as-code infrastructure devops Multi-Region Architecture: You Probably Don't Need It Yet Multi-region is a commitment most teams make too early. When it actually pays off, the patterns that work, and why data is the part that ruins your week. architecture cloud distributed-systems Cloud Cost Optimization: Cut Waste Before Buying Discounts Cloud cost optimization strategies ranked by effort and savings: tagging, idle resources, right-sizing, reserved and spot instances, and data transfer. cloud cost infrastructure Terraform in Production: Repo Layout, Modules, and State Opinionated Terraform patterns from a fintech startup: repo layout, small modules, per-environment state, CI plans, drift detection, and secrets. infrastructure infrastructure-as-code devops Serverless Patterns and Anti-Patterns: Lessons From Lambda Where AWS Lambda shines and where it hurts, from serverless pipelines at a fintech startup: event processing, cold starts, VPCs, and cost. cloud architecture Multi-Region Architecture: What I Wish Someone Had Told Me What I learned evaluating multi-region at the fintech startup: the patterns that work, the ones that burn you, and when you should even bother. architecture distributed-systems cloud Hidden AWS Costs: Why the Bill Doesn't Match the Calculator Our AWS bill came in near double the calculator. Where the money went (transfer, storage, zombies, RDS) and what cut it: tags, weekly reviews, RIs, spot. cloud cost infrastructure Serverless Patterns for Production: Lessons from AWS Lambda Running AWS Lambda for a fintech data pipeline: one function per job, connection reuse, Step Functions vs choreography, cold starts, idempotency, DLQs. cloud architecture Cloud vs Colocation for Startups: The Real Cost in 2016 Colocated servers look cheaper than EC2 until you add rack space, gear, and the engineer to run them. For a 2016 startup the cloud wins by a wide margin. cloud infrastructure startups Why I Moved Our AWS Infrastructure to Terraform We moved from console-driven, script-heavy infrastructure to Terraform so changes are reviewed, reproducible, and recoverable from code. infrastructure-as-code devops cloud AWS Lambda: When Serverless Makes Sense and When It Doesn't AWS Lambda fits short, bursty, event-driven work. Five questions to decide, and where the 5-minute limit, cold starts, and steady-load costs bite. cloud architecture