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Cloud

Definition

Cloud coverage in this archive spans 22 posts from Mar 2016 to Dec 2022 and focuses on reliability, delivery speed, and cost discipline as one system, not three separate concerns. The strongest adjacent threads are infrastructure, aws, and architecture. Recurring title motifs include cloud, bill, serverless, and patterns.

Key claims

  • Most posts prioritize predictable operations over feature breadth or stack novelty.
  • Early posts lean on serverless and doesn, while newer posts lean on cloud and bill as constraints shifted.
  • This topic repeatedly intersects with infrastructure, aws, and architecture, so design choices here rarely stand alone.

Practical checklist

  • Set SLOs first, then choose tooling that keeps deploy, observability, and rollback simple.
  • Start with the newest post to calibrate current constraints, then backtrack to older entries for first principles.
  • When boundary questions appear, cross-read infrastructure and aws before committing implementation details.

Failure modes

  • Adding platform layers faster than the team can operate and debug them.
  • Chasing throughput gains without proving they improve end-user reliability.
  • Applying guidance from 2016 to 2022 without revisiting assumptions as context changed.

Suggested reading path

References

22 entries tagged “Cloud”

    Your Cloud Bill Is Not a Mystery · 3 min Most cloud cost problems are visibility problems. Fix tagging, kill idle resources, right-size what remains, and make cost a regular engineering conversation. cost-optimization cloud infrastructure Infrastructure as Code Patterns That Actually Scale · 6 min Practical Terraform patterns for teams that have outgrown the tutorial stage: module design, state management, environment promotion, and policy enforcement. infrastructure-as-code terraform devops You Do Not Need a FinOps Team · 4 min Cloud cost management is not a discipline. It is basic engineering hygiene dressed up with a consulting-friendly name. cloud cost-optimization finops The AWS us-east-1 Outage Was Predictable. Your Architecture Was Not Ready. · 4 min December 7 reminded everyone that us-east-1 is a single point of failure for half the internet. Again. I am annoyed. aws outage reliability Terraform at Scale: What Changed Since 2019 · 6 min Two years ago I wrote about Terraform patterns for growing teams. Here's what held up, what broke, and what I do differently now. terraform infrastructure-as-code devops Your Kubernetes Bill Is Lying to You · 5 min Most Kubernetes clusters are 40-60% over-provisioned. Here's how I help teams cut their bills without sacrificing reliability. kubernetes cost-optimization finops Multi-Cloud Is Mostly a Marketing Strategy · 4 min Multi-cloud sounds great in vendor pitches. In practice, it doubles your operational burden for benefits most teams will never need. multi-cloud cloud architecture Rust for Cloud Services: A Go Developer's Honest Take · 4 min I write Go for a living. Rust is not replacing it. But I have to be honest about where Rust wins. rust go cloud Serverless vs Containers: Where the Math Stops Working · 5 min Serverless is great until it isn't. A comparison of serverless and containers at different traffic scales, with actual numbers on where the economics flip. serverless containers architecture Your Cloud Security Is Falling Apart Right Now · 7 min Everyone's scrambling to scale cloud infrastructure overnight. I've seen what happens when security gets deprioritized under pressure — at NATO exercises, at Decloud, at the fintech startup. Here's how to not become a headline. security cloud aws Your Cloud Bill Is a Design Document · 6 min Cloud cost management isn't a finance problem. It's an architecture problem disguised as a spreadsheet. Here's how to treat your AWS bill like the engineering signal it actually is. finops cloud cost-optimization Your Terraform Monolith Will Break. Here's How to Fix It Before It Does. · 6 min Lessons from splitting a 4000-resource Terraform state into something teams can actually work with -- state layout, module boundaries, and the workflow discipline nobody wants to do until they have to. terraform infrastructure devops You Probably Don't Need Multi-Region · 5 min Multi-region architecture is a strategic decision most teams make too early. Here's when it actually pays off, the patterns that work, and why data is the part that will ruin your week. architecture multi-region distributed-systems Your Cloud Bill Is Lying to You: A Cost Optimization Comparison · 5 min A direct comparison of cloud cost optimization strategies -- what actually moves the needle vs. what just makes finance feel better. cloud aws cost-optimization IaC Patterns That Actually Work · 4 min Opinionated Infrastructure as Code patterns from running Terraform at the fintech startup. Repo layout, modules, state management, and the stuff that burns you if you ignore it. infrastructure terraform iac Serverless: What Works, What Doesn't, and What Will Bite You · 6 min Real patterns and antipatterns from running serverless at the fintech startup. Where Lambda shines, where it hurts, and how to tell the difference before it's too late. serverless aws-lambda architecture Multi-Region Architecture: What I Wish Someone Had Told Me · 6 min We serve financial data to users across Europe at the fintech startup. Here's what I've learned about going multi-region -- the patterns that work, the ones that burn you, and when you should even bother. architecture distributed-systems cloud Your Cloud Bill Is Lying to You · 4 min That clean AWS pricing page has almost nothing to do with your actual invoice. I learned this the hard way at the fintech startup. cloud aws cost-optimization Serverless Patterns That Actually Work in Production · 2 min Most serverless tutorials teach you the wrong thing. Here's what matters when you're running it for real. serverless aws-lambda architecture The Real Cost of Running Your Own Servers in 2016 · 3 min Most startups have no business running their own servers. The math is not close. cloud infrastructure aws Why I Moved Our Infrastructure to Terraform · 6 min We moved from console-driven, script-heavy infrastructure to Terraform so changes are reviewed, reproducible, and recoverable from code. terraform infrastructure-as-code devops AWS Lambda: When Serverless Makes Sense (And When It Doesn't) · 4 min Lambda is a sharp tool for specific jobs. The problem is everyone wants to use it for everything. serverless aws lambda
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