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⚡ AI Lessons

Dev.to · pickuma
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Docker Desktop Alternatives: OrbStack vs Colima vs Rancher Desktop
We tested OrbStack, Colima, and Rancher Desktop as Docker Desktop replacements on macOS and Linux. Measured RAM usage, startup time, and Docker Compose compatib

Dev.to · pickuma
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Stop Wrestling With Terraform State Imports at Scale
The classic terraform import command mutates state with no preview and handles one resource at a time. Here is how config-driven import blocks, generated config

Dev.to · pickuma
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
SigNoz Review: A Practical Open-Source Alternative to Datadog for APM and Observability
SigNoz unifies logs, traces, and metrics on ClickHouse and OpenTelemetry. Here is what it actually costs, where it shines, and where self-hosting bites back.

Dev.to · pickuma
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
NixOS & nixpkgs in 2026: Reproducible Dev Environments Without Docker
How Nix flakes and devShells replace Docker for local dev: what works, where it hurts, and whether the learning curve is worth it for your team.

Dev.to · pickuma
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Caddy Web Server Review: Automatic HTTPS Without the Ceremony
A detailed look at Caddy's automatic TLS, Caddyfile syntax, and reverse proxy setup — and where it falls short compared to Nginx.

Dev.to · pickuma
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Temporal Cloud Serverless: Durable Execution Without the Ops Overhead
Temporal Cloud now lets you run durable workflows on AWS Lambda with zero infrastructure management. Here's what changed, what the tradeoffs are, and whether it

Dev.to · pickuma
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
PyPI Package Growth Surge: What the Explosion Means for Python Developers
PyPI's catalog is growing faster than ever. Here's how the surge affects supply-chain risk, dependency bloat, and what to use when you audit your tree.

Dev.to · pickuma
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Coolify Review: Self-Hosted PaaS as Vercel/Heroku Alternative
Coolify is an open-source PaaS you self-host for around $6/month. We tested its 280+ one-click services and where it beats Vercel/Heroku — and where it doesn't.

Dev.to · pickuma
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Vercel vs Netlify: Deploying a JAMstack App in 2026 — The Speed Gap Nobody Talks About
We deployed the same Next.js e-commerce site to both platforms and measured cold starts, build times, and edge latency. Vercel was faster — but Netlify's platfo

Dev.to · pickuma
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Fly.io vs Railway: Which Platform Deploys Your Side Project Fastest in 2026?
We deployed the same Next.js app + Postgres database to Fly.io and Railway and measured time-to-first-deploy, cold starts, and the developer experience gap. Rai

Dev.to · pickuma
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Deploying Bun Apps on Cloudflare Workers in 2026: Edge Compute for the Rest of Us
A hands-on look at running Bun-based JavaScript apps on Cloudflare Workers — cold starts, free tier limits, the node:* compat story, and when Workers beats a VP

Dev.to · pickuma
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Best Free Tiers for Developers in 2026: SaaS, PaaS & IaaS Tools
A 2026 audit of free-tier developer services: which hosting, database, CI/CD, and observability platforms still let you ship a side project for $0, where the hi

Dev.to · pickuma
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
I Shipped Two Web Games This Weekend — Here's the Stack
Stop at 7.77 and Eagle Run are live at play.pickuma.com. A 250-line vanilla canvas game and a one-button time-sense test, both shipped in a day. The stack, the
DeepCamp AI