Co-Founder & CTO
Co-Founder & CTO at Raff, focused on cloud infrastructure, systems architecture, security, reliability, and production operations.
121 articles published
Install Ghost CMS on Ubuntu 24.04 with Nginx, Node.js 22, MySQL 8, Ghost-CLI, HTTPS, backups, rollback, and current Ghost 6 deployment guidance.
Self-host Plausible Analytics CE on Ubuntu 24.04 with Docker Compose, automatic HTTPS, protected secrets, health checks, backups, and safe upgrades.
Install Coolify on Ubuntu 24.04 with the official installer, secure direct-access ports, configure HTTPS domains, deploy an app, and plan backups and updates.
Use AWS CLI with Raff S3-compatible object storage on Ubuntu 24.04. Configure scoped credentials, transfer files, sync safely, and create presigned URLs.
Install PM2 on Ubuntu 24.04 and deploy a Node.js app with cluster mode, graceful reloads, systemd startup, private ports, Nginx, and safe cleanup.
Deploy a multi-container Docker Compose app on Ubuntu 24.04 with Node.js, PostgreSQL, Redis, secrets, health checks, private networking, backups, and persistence.
Automate rsync backups on Ubuntu 24.04 with cron, safe --delete dry runs, locking, retention, integrity checks, restore testing, and troubleshooting.
Install and configure fail2ban on Ubuntu 24.04 for SSH brute-force protection with systemd journal monitoring, safe ban testing, tuning, and rollback.
Install Portainer CE on Ubuntu 24.04 with Docker, Nginx, trusted HTTPS, private admin access, backups, secure updates, and verification steps.
Deploy Gitea on Ubuntu 24.04 with Docker Compose, PostgreSQL, Nginx, HTTPS, SSH clone access, backups, upgrades, and verification steps.
Generate an SSH key on Ubuntu 24.04 with Ed25519, ssh-keygen, ssh-copy-id, ssh-agent, safe password disabling, troubleshooting, and key rotation.
Install Certbot for Nginx on Ubuntu 24.04, issue a Let's Encrypt SSL certificate, redirect HTTP to HTTPS, test renewal, and troubleshoot common errors.
Build a private remote development VM on Ubuntu 24.04 with code-server and Tailscale Serve, HTTPS, localhost binding, backups, and safe updates.
Harden Ubuntu 24.04 with SSH keys, safe OpenSSH drop-ins, UFW, automatic security updates, AppArmor, access auditing, logging, and recovery checks.
Set up a LEMP stack on Ubuntu 24.04 with Nginx, PHP 8.3, MariaDB, secure database access, HTTPS, verification, and rollback steps.
Install Open WebUI with Ollama on Ubuntu 24.04 using private Docker Compose networking, Caddy HTTPS, pinned versions, backups, and safe updates.
Set up UFW on Ubuntu 24.04 without losing SSH access. Configure IPv4/IPv6 rules, ports, source restrictions, logging, rule order, and Docker caveats.
Install OpenClaw on Ubuntu 24.04 with Telegram pairing, a loopback-only Gateway, secure credentials, SSH-tunneled Control UI, backups, and safe updates.
Install WordPress on Ubuntu 24.04 with Nginx, PHP 8.3, MariaDB, secure permissions, and Let's Encrypt HTTPS on a Raff Linux VM step by step.
Install Nginx on Ubuntu 24.04, verify the current Ubuntu package, configure UFW safely, create a server block, test HTTP, and inspect logs.
Deploy Uptime Kuma 2 with Docker Compose on Ubuntu 24.04 using localhost-only port 3001, Caddy HTTPS, monitors, status pages, backups, and safe updates.
Install Docker on Ubuntu 24.04 from Docker’s official APT repository. Add Docker Engine, Compose and Buildx, verify hello-world, and avoid common UFW exposure mistakes.
Migrate between App Platforms with a checklist for builds, variables, secrets, services, data, domains, scheduled jobs, rollback, and decommissioning.
Plan vertical and horizontal scaling, scale-to-zero, immutable revisions, health-gated releases, rollback, capacity headroom, and production release safety on App Platforms.
Design multi-service applications on an App Platform with public/private services, workers, scheduled jobs, databases, persistent state, domains, and independent scaling.
Manage environment variables and secrets on app platforms with service-level scope, preview isolation, platform bindings, rotation, logging safety, and deployment controls.
Compare buildpacks and Dockerfiles for app deployment: control, portability, system packages, build reproducibility, health checks, secrets, and persistent state.
Migrate an AWS Lambda HTTP handler to Raff Functions by removing event/context coupling, mapping request/response behavior, replacing AWS-specific dependencies, and staging a safe cutover.
Build a small-business continuity plan covering critical functions, owners, dependencies, recovery targets, workarounds, communications, and testing.
Plan production MongoDB with replica sets, elections, write concern, read scaling, private networking, backups, and sharding only when measured limits justify it.
Plan TLS and application-edge security for cloud workloads: certificates, HSTS, TLS termination, firewalls, WAF, rate limiting, mTLS, headers, and encryption boundaries.
Git deployment guide for small teams covering native push-to-deploy, CI/CD boundaries, build reproducibility, previews, health checks, revisions, and rollback.
Practical SLO guide for small teams: choose SLIs, set reliability targets, calculate error budgets, use burn rate, and connect reliability to release decisions.
Production serverless operations guide covering triggers, scoped bindings, retries, observability, spend controls, revisions, rollback, and incident recovery.
Compare production deployment strategies for SaaS apps: in-place, rolling, blue-green, canary, health gates, rollback, capacity, and database compatibility.
Learn when SaaS apps need background workers and task queues, including retries, idempotency, dead-letter jobs, worker sizing, scaling, and monitoring.
CI/CD guide for VM deployments covering artifacts, GitHub Actions, deploy credentials, approvals, health checks, migrations, and rollback.
Reverse proxy guide for cloud VMs covering Nginx, Caddy, TLS, proxy headers, routing, timeouts, logs, and when to add a load balancer.
Linux VM deployment guide covering artifacts, secrets, process managers, reverse proxies, TLS, health checks, persistence, and rollback.
Plan startup cloud infrastructure from MVP to production: compute, data, cost, reliability, launch readiness, diligence, and Kubernetes decisions.
How much RAM does a VPS need? Compare 1 GB, 2 GB, 4 GB, 8 GB and 16 GB for websites, Docker, databases, APIs and Windows workloads.
2 vCPU vs 4 vCPU explained: learn what each means, when extra vCPU improves performance, and when RAM, storage, or another bottleneck matters more.
Use this VM sizing guide to choose CPU, RAM, storage, and network capacity for apps, databases, containers, and production workloads without overbuying.
Compare shared CPU vs dedicated CPU (shared vCPU vs dedicated vCPU), CPU predictability, production workload fit, and when each VM class makes sense.
Compare VPS vs dedicated server by cost, CPU consistency, isolation, storage, scaling, recovery, and the workload signals that justify physical hardware.
Evaluate VPS application hosting by workload, resources, state, background jobs, recovery, scaling, and when one VM or another platform fits.
VPS vs cloud VM vs cloud server: learn what each term means, where they overlap, what the labels do not guarantee, and which infrastructure details to verify.
Monitor ClickHouse query latency, rows read, memory, parts, merges, mutations, replication, Keeper, disk growth, and ingestion freshness with actionable alerts.
Design ClickHouse partitioning and TTL for MergeTree tables: keep partitions coarse, use ORDER BY for queries, and automate safe retention without part explosion.
Use ClickHouse materialized views for pre-aggregation without losing correctness: compare incremental vs refreshable views, backfills, target tables, and write trade-offs.
Design ClickHouse backups and replication for availability and recovery: separate replicas from historical backups, define RPO/RTO, monitor Keeper, and test restores.
Design Kafka retention across time and size limits, delete vs compact cleanup, replication, ISR durability, consumer replay windows, and storage capacity.
Compare Redis vs Valkey across protocol compatibility, clients, persistence, modules, operations, and safe migration for cache, sessions, and queues.
Diagnose MySQL performance bottlenecks across slow queries, indexes, connections, locks, memory, and storage before scaling production database capacity.
Design MySQL backups and point-in-time recovery with full backups, binary logs, retention, restore testing, and safe replay after accidental changes.
Plan Redis and Valkey for SaaS caching, queues, sessions, rate limiting, persistence, and recovery, then choose managed Valkey or self-hosting.
Plan database storage on block volumes for PostgreSQL and MySQL, including layout, capacity headroom, I/O monitoring, backups, and recovery.
Compare database migration services by scope, cost, downtime, provider responsibilities, validation, and rollback before choosing a migration provider or consultant.
Use this database migration checklist to assess compatibility, prepare the target, prove recovery, synchronize data, control cutover, validate production, and plan rollback.
Build a database backup strategy for SaaS apps using RPO, RTO, point-in-time recovery, retention, isolation, disaster recovery, and tested restores.
Compare PostgreSQL replication, backups, point-in-time recovery, and snapshots by the failure modes each protects and the recovery gaps each leaves.
Compare managed database vs self-hosted across total cost, control, backups, HA, recovery, security, scaling, and operational ownership for production workloads.
Plan K3s upgrades with release channels, server-first sequencing, System Upgrade Controller, datastore snapshots, v1.37 checks, and rollback.
Design K3s networking with Flannel, Traefik, ServiceLB, Gateway API, private node traffic, and a separate HA control-plane registration endpoint.
Choose K3s storage for production across local-path, Longhorn, node failure, PVC recovery, and backups without confusing persistence, HA, and DR.
Improve ClickHouse query performance with better ORDER BY and sorting keys, lower scan volume, and controlled memory, joins, and concurrency.
Choose a Redis eviction policy across LRU, LFU, LRM, noeviction, volatile policies, maxmemory, TTLs, monitoring, and Valkey compatibility.
Compare Redis RDB vs AOF across durability, fsync behavior, restart speed, write overhead, backup use, data-loss windows, and when to use both.
Compare managed and self-hosted ClickHouse across pricing models, scaling, backups, HA, operational ownership, and total cost for production analytics.
Run Docker on a cloud VM with a clear production model for security, networking, storage, monitoring, and recovery.
Learn K3s default datastore behavior and compare SQLite, embedded etcd, and external PostgreSQL/MySQL/etcd for HA, quorum, backups, and recovery.
Design K3s on cloud VMs across single-server, agent, and HA topologies, including datastore, networking, storage, backups, upgrades, and production operations.
Learn how to scale beyond one Docker Compose host with role separation, multiple app VMs, load balancing, shared state, Swarm, and a clean path to orchestration.
Back up and restore a Docker Compose stack by protecting configuration, secrets, persistent data, databases, images, and a tested clean-host recovery path.
Design Docker Compose networking for production with deliberate port publishing, private services, service-name DNS, network segmentation, and safer host exposure.
Use this Docker host security checklist to harden production VMs across daemon access, privileges, networking, images, secrets, updates, and recovery.
Control Docker CPU, memory, logs, and disk growth on production VMs with clear limits, rotation, monitoring, and safe cleanup policies.
Learn how to secure serverless APIs with authentication, authorization, CORS, rate limiting, validation, scoped secrets, and safe HTTP Function boundaries.
Learn when serverless APIs and HTTP Functions fit webhooks, callbacks, small APIs, and event-driven endpoints, and when a persistent app runtime fits better.
A practical Kubernetes security baseline for RBAC, ServiceAccounts, Secrets, Pod Security Standards, securityContext, and recurring access reviews.
Learn how serverless function timeout, memory, temporary storage, and concurrency limits affect workload design and when to choose another compute model.
Learn how serverless cold starts, concurrency, scale-to-zero, warm capacity, and traffic bursts affect latency, autoscaling, and production function design.
Learn Kubernetes monitoring across metrics, logs, Events, and traces, with a practical small-team observability and alerting framework.
Understand Kubernetes autoscaling with HPA, node scaling, resource requests, scale-to-zero, stabilization, scheduling, and worker cost boundaries.
Plan Kubernetes backup and disaster recovery with RPO/RTO, etcd, persistent data, VolumeSnapshots, restore testing, and failure-specific recovery runbooks.
Plan Kubernetes upgrades with supported-version checks, API compatibility, worker drains, PDBs, recovery state, stop criteria, and post-upgrade validation.
Kubernetes cluster management for small teams: capacity, upgrades, recovery, autoscaling, monitoring, security, and cost.
Understand Kubernetes requests vs limits for CPU and memory, including scheduling, throttling, OOM behavior, HPA, QoS, LimitRange, best practices, and worker capacity.
Compare Kubernetes LoadBalancer Services vs Ingress controllers, including routing, TLS, TCP/UDP, public endpoints, Gateway API, and when to use each.
Understand Kubernetes Services, ClusterIP, NodePort, LoadBalancer, Gateway API, and Ingress for production traffic exposure.
Design Kubernetes networking and storage across Services, Gateway API, NetworkPolicy, PVCs, StorageClasses, private networking, and recovery.
Troubleshoot Kubernetes DNS and service discovery across CoreDNS, namespaces, Pod resolver settings, Services, EndpointSlices, NetworkPolicy, and upstream DNS.
Plan a Docker Compose to Kubernetes migration across state, probes, networking, secrets, storage, worker sizing, cutover, and rollback.
Learn when Kubernetes node pools make sense, how labels, affinity, taints, autoscaling, failure capacity, and worker shapes affect workload placement.
Size Kubernetes clusters using Node Allocatable, workload requests, worker shape, rollout overlap, N+1 failure headroom, and autoscaling boundaries.
Understand Kubernetes persistent storage, PVs, PVCs, StorageClasses, access modes, reclaim policies, StatefulSets, snapshots, and backup boundaries.
Learn Kubernetes NetworkPolicy with default-deny, ingress, egress, selectors, DNS rules, examples, rollout checks, and production verification.
Compare managed vs self-managed Kubernetes across control-plane ownership, upgrades, HA, recovery, cost, and team fit—and see when a managed Kubernetes service makes sense.
Choose Docker, Compose, K3s, or managed Kubernetes based on ownership, multi-host needs, scaling, and recovery.
Use Docker Compose in production with practical best practices for configuration, security, health checks, releases, storage, backups, monitoring, recovery, and single-host limits.
Understand shared hosting to cloud VM migration for SaaS teams, including architecture, data sync, DNS cutover, rollback, security, and recovery planning.
Run an access review for cloud servers covering users, SSH keys, RDP, API keys, privileged access, offboarding, private-network reachability, and recovery permissions.
Private vs public admin access for secure remote access across SSH, RDP, VPNs, bastions, break-glass recovery, and Raff VPC.
DigitalOcean's 2 vCPU / 4 GB / 80 GB Basic Droplet is $24/mo; Raff's matched VM is $17.99. Compare pricing, bandwidth, regions, databases, and support.
Considering OVHcloud? Raff is $17.99/mo for 2 vCPU and 4 GB against d2-4 at $18.69, with a 3 Gbps port on every plan.
Considering Hetzner? Raff is $17.99/mo for 2 vCPU, 4 GB and 80 GB NVMe against CPX22 at €19.99, about $23.17.
Considering Heroku? Raff Apps starts at $3/mo with $0 public egress; Heroku starts at $5 Eco with a mature PaaS ecosystem.
Considering Neon? Raff is a Neon alternative from $7.99/mo for 1 vCPU, 1 GB RAM and 25 GB, with fixed pricing and managed backups.
Considering AWS Lambda? Raff Functions has free requests and egress, active-CPU billing, and standard jobs up to 24 hours.
Cloudflare R2 pricing explained for 2026: Standard and Infrequent Access rates, 10 GB free tier, request costs, free egress, calculator examples, and Raff comparison.