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⚡ AI Lessons

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
My Alert Pipeline Dropped Three Weeks of "Unknown" Emails Because a Webhook 403'd
I run a small Python script that polls an IMAP inbox every fifteen minutes and triages new mail into...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Temporal.io: Stop Losing State When Your Server Crashes (Production Guide)
Background jobs are a solved problem until they aren't. A job starts, your server restarts during a...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Coolify: Deploy Full-Stack Apps on a $6 VPS Without the Vercel Bill
Vercel's free tier is generous until you run background jobs, need persistent file storage, want...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
4mo ago
OpenTelemetry for AI Agents: Tracing Claude API Calls in Production
You're running Claude in production. Requests are slow, costs are spiking, some responses are garbage...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
30 Days of MCP in Production: What Actually Works (And What Breaks)
The Notion MCP Challenge results dropped this week. I've been running MCP servers in production for...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Fly.io vs Railway vs Render: Honest PaaS Comparison for Solo SaaS Builders in 2026
Heroku is legacy. Vercel is for frontends. AWS is overkill for solo builders. Three platforms...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Vercel vs AWS: When the Platform Tax Is Worth It
The Platform Tax Vercel charges more per compute-hour than AWS Lambda. This is not a...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
OpenTelemetry for Node.js: Distributed Tracing Without Vendor Lock-in
The Problem with Observability Silos You have logs in CloudWatch, metrics in Datadog, and...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Error Monitoring in Production: Beyond console.log
The Gap Between Dev and Prod In development, errors are visible. In production, they're...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Docker Multi-Stage Builds: Slash Your Image Size by 90%
The Problem with Naive Docker Images # Don't do this FROM node:20 WORKDIR /app COPY ....

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Feature Branching vs Trunk-Based Development: A Data-Driven Comparison
The Question Every Team Faces You're scaling your engineering team. Do you stick with...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Writing Clean Git Commits: Conventional Commits and Semantic Versioning
Writing Clean Git Commits: Conventional Commits and Semantic Versioning Good commit...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Structured Logging: From console.log to Production-Ready Observability
Structured Logging: From console.log to Production-Ready Observability console.log is fine...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Kubernetes for Solo Developers: When It's Worth It (and When It's Not)
Kubernetes for Solo Developers: When It's Worth It (and When It's Not) Kubernetes is...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Kubernetes for Solo Developers: When It's Worth It (and When It's Not)
Kubernetes for Solo Developers: When It's Worth It (and When It's Not) Kubernetes is the...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Docker Multi-Stage Builds: Smaller Images, Faster Deploys
Docker Multi-Stage Builds: Smaller Images, Faster Deploys A naive Node.js Docker image...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Cloudflare R2: S3-Compatible Object Storage With Zero Egress Fees
Cloudflare R2: S3-Compatible Object Storage With Zero Egress Fees AWS S3 charges $0.09/GB...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
OpenTelemetry for Node.js: Distributed Tracing Without the Overhead
OpenTelemetry for Node.js: Distributed Tracing Without the Overhead When a request takes 2...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Kubernetes for Developers: Deploying and Scaling Node.js Apps with k8s
Kubernetes for Developers: Deploying and Scaling Node.js Apps with k8s Kubernetes is...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Fly.io vs Railway vs Render: Deploying Node.js Apps Without DevOps Overhead
Fly.io vs Railway vs Render: Deploying Node.js Apps Without DevOps Overhead Vercel is...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
GitHub Actions CI/CD for Next.js: Test, Build, Deploy on Every Push
GitHub Actions CI/CD for Next.js: Test, Build, Deploy on Every Push A solid CI/CD pipeline...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
OpenTelemetry for Node.js: Distributed Tracing in Production Microservices
OpenTelemetry for Node.js: Distributed Tracing in Production Microservices When a request...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Docker Multi-Stage Builds: Shrink Your Production Images by 80%
Docker Multi-Stage Builds: Shrink Your Production Images by 80% A naive Dockerfile for a...

Dev.to · Atlas Whoff
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
AWS for Web Developers: S3, CloudFront, SES, Lambda, and IAM Best Practices
AWS has 200+ services. For most web applications, you need about 5: S3 for storage, CloudFront for...
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