Tag: devops

19 articles

· fly-io / railway

Fly.io vs Railway 2026 — Hosting for Solo Developers

Railway wins for most solo devs shipping MVPs in 2026: zero-config DX, sleep-based savings, and now HA Postgres. Fly.io wins when you need 18 edge regions, always-on services, or GPU workloads.

· cloud / hosting

Hetzner vs DigitalOcean 2026 — Bare-Metal vs Managed UX

Hetzner is 60–70% cheaper with 20 TB EU bandwidth included. DigitalOcean wins on managed Postgres and global regions. Choose based on your database ops needs.

· coolify / caprover

Coolify vs CapRover: Self-Hosting PaaS Compared (2026)

Coolify wins for most devs replacing Heroku. CapRover wins if RAM is tight or you need Docker Swarm clustering. Tested on Hetzner CX22 with v4.1.2 and v1.14.2.

· ci / github-actions

Claude Code in CI — automated code review in GitHub Actions

Add Claude Code automated reviews to every PR with anthropics/claude-code-action@v1. Ten-minute setup, $0.01–$0.15 per review, catches real bugs before merge.

· grafana / datadog

Grafana vs Datadog — Which Monitoring Tool Wins in 2026

At 10 hosts and 20 GB logs/day, Grafana Cloud costs roughly $320/month to Datadog's $520+. Here is where each wins, priced from primary sources.

· railway / paas

Railway in 2026 — is the simplicity worth the cost?

Railway gets you to production faster than anything else in this category. The unmanaged Postgres and per-vCPU billing change that math at scale. Real numbers.

· ci / docker

Build cache optimization: what actually works in 2025

Your CI is slow because of wrong cache layer, mode, or key — not hardware. Systematic fixes for Docker BuildKit, GitHub Actions, and Turborepo remote cache.

· feature-flags / architecture

Feature flags as architecture — the long-term cost

Feature flags cut shipping risk on day one. Left unmanaged, they become invisible operational debt. Here is how drift compounds and how to stop it.

· mongodb / postgresql

How to Migrate MongoDB to PostgreSQL Without Downtime

How to migrate MongoDB to PostgreSQL without downtime: dual-write strategy, TypeScript ETL, schema mapping, data validation, and 8 production gotchas.

· loki / elasticsearch

Loki vs Elasticsearch: Which Log Stack Should You Pick?

Loki cuts storage costs by indexing only labels; Elasticsearch indexes everything for instant full-text search. Pragmatic decision guide for dev teams in 2026.

· status-page / devops

Best Status Page Services in 2026: Ranked for Dev Teams

Instatus Pro ($15/mo) wins for solo devs who need a fast status page. BetterStack wins for monitoring and a status page in one platform. Here is how to pick.

· fly-io / railway

Fly.io vs Railway: Hosting Comparison for Small Teams (2026)

Railway wins on predictability for solo devs and 2–5-person teams. Fly.io wins when you need 18-region coverage. Real numbers, billing gotchas, honest verdict.

· github-actions / circleci

GitHub Actions vs CircleCI — which CI wins in 2026?

For GitHub-native teams, GitHub Actions costs a fraction of CircleCI. Here is exactly where CircleCI earns back its price tag — and where it does not.

· monorepo / turborepo

Turborepo monorepo pitfalls we learned the hard way

5 production pitfalls that consistently bite mid-size teams 3–12 months into a Turborepo + pnpm monorepo migration — and exactly how to fix each one.

· uptime-monitoring / devops

Best Uptime Monitor 2026: Cheap, Reliable, No Surprises

Pulsetic Team ($19/mo) wins on price per monitor. Better Stack is the top free tier. Checkly is the developer-tooling pick. Here is when to choose each.

· docker / podman

Docker vs Podman 2026: Full Comparison — Daemonless Wins?

Docker for Compose-heavy workflows and ecosystem depth. Podman for rootless security, CI, and teams paying $24/user Docker Business rates. Full 2026 breakdown.

· vercel / nextjs

Vercel in 2026: Is It Still Worth It for Your Team?

Vercel's DX is the best default for small teams. At $300–600+/month and 5M pageviews or 5+ developers, the math breaks. The line, and three ways out.

· github-actions / gitlab-ci

GitHub Actions vs GitLab CI — which one to pick in 2026?

The answer is almost always your code host. Here is where it gets interesting: security scanning, pricing at scale, and what breaks when you migrate.

· multica / self-hosting

How to Self-Host Multica: Setup Guide for AI Agent Teams

Self-host Multica v0.3.1 with three Docker containers and one make command. Quick-start, production hardening, and cost breakdown for AI agent teams.