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Valkey vs Redis vs KeyDB: Which In-Memory Store After the License Change?

Valkey vs Redis vs KeyDB: Which In-Memory Store After the License Change?

Look, if you've been in the Redis ecosystem for any length of time, the last two years have felt like a soap opera. License changes, community forks, corporate drama — the whole deal. And now you're staring at three options that all look suspiciously similar: Valkey, Redis,

Qdrant vs Weaviate vs Milvus: Which Vector Database for Your RAG Pipeline?

Qdrant vs Weaviate vs Milvus: Which Vector Database for Your RAG Pipeline?

If you are building anything with retrieval-augmented generation right now, you have probably hit the same fork in the road I did: which vector database do you actually run? Qdrant, Weaviate, and Milvus are the three open-source heavyweights, all self-hostable, all popular, and all happy to tell

Meilisearch vs Typesense vs Algolia: Which Search Engine Fits Your Stack?

Meilisearch vs Typesense vs Algolia: Which Search Engine Fits Your Stack?

You need search. Not "maybe eventually" search — real, typo-tolerant, sub-50ms, search-as-you-type search. The kind where your users start typing "runnng shoes" and instantly see running shoes. The question is: which engine do you pick? Meilisearch, Typesense, and Algolia are the three

Paperless-ngx on Elestio: Automating Document Ingestion, OCR Processing, and Smart Tagging

Paperless-ngx on Elestio: Automating Document Ingestion, OCR Processing, and Smart Tagging

Paperless-ngx can ingest your documents. You already knew that. But most people stop at "drop PDF in folder, let OCR do its thing" and never touch the automation engine sitting right underneath. That's a mistake. The workflow system, matching algorithms, and storage path templates can

Open WebUI Just Gave Your AI a Real Computer

Open WebUI Just Gave Your AI a Real Computer

Most AI chat interfaces let you talk to a model. Open WebUI lets you hand it a terminal and say "figure it out." That's not hyperbole. With the Open Terminal feature, your LLM can install packages, run scripts in any language, manage files, and spin up

Your Team Doesn't Need Tableau: How Metabase Turns Any Database Into a Dashboard Anyone Can Use

Your Team Doesn't Need Tableau: How Metabase Turns Any Database Into a Dashboard Anyone Can Use

Tableau charges $75 per user per month. Looker averages $150,000 per year. Power BI just raised its prices by 40%. Meanwhile, over 4,200 companies are running Metabase, an open-source analytics tool that does 80% of what those platforms do, and it costs nothing in license fees. If

Mautic on Elestio: Building Automated Email Campaigns, Lead Scoring, and Multi-Channel Workflows

Mautic on Elestio: Building Automated Email Campaigns, Lead Scoring, and Multi-Channel Workflows

HubSpot charges $890/month for their Professional tier with 10,000 contacts. Mautic gives you every feature, unlimited contacts, and full data ownership for the cost of a server. If you've been putting off self-hosting your marketing automation, this is the guide that gets you from zero

Pangolin: Free Open Source Alternative to Cloudflare Tunnels

Open source softwares

Pangolin: Free Open Source Alternative to Cloudflare Tunnels

Cloudflare Tunnels do what they promise. One command, and your local service is accessible from anywhere without touching your router or opening ports. The catch is it's Cloudflare's infrastructure, Cloudflare's terms, and Cloudflare's call if your account gets suspended. Your tunnels go

OpenClaw Explained: How the Fastest-Growing Open-Source Project Became a Self-Hosted AI Agent for Everyone

OpenClaw Explained: How the Fastest-Growing Open-Source Project Became a Self-Hosted AI Agent for Everyone

You've probably heard the name by now. OpenClaw went from zero to 250,000 GitHub stars in roughly 60 days, surpassing React as the most-starred software project on the platform. React took over a decade to get there. OpenClaw did it before most people figured out what

Self-Hosted Weekly: Week 10, 2026. NGINX Ingress Is Gone, the Pentagon Goes Open Source, and AI Code Gets Banned Again

Self-Hosted Weekly

Self-Hosted Weekly: Week 10, 2026. NGINX Ingress Is Gone, the Pentagon Goes Open Source, and AI Code Gets Banned Again

Welcome back to Self-Hosted Weekly, your Friday roundup of everything that matters in the open-source and self-hosting world. This week: a major Kubernetes retirement finally hits, the Pentagon goes open source, and the AI-generated code debate escalates again. 1. NGINX Ingress Is Officially Dead The March

SCALE 23x Takeaways: What North America's Biggest Open-Source Conference Tells Us About Self-Hosting in 2026

SCALE 23x Takeaways: What North America's Biggest Open-Source Conference Tells Us About Self-Hosting in 2026

If you want to understand where self-hosting is headed, skip the analyst reports. Go to Pasadena. SCALE 23x, North America's largest community-run open-source conference, is happening right now (March 5-8, 2026) at the Pasadena Convention Center. Over 3,500 attendees, 120+ exhibitors, and 16

Gitea vs GitLab: Why Small Teams Are Choosing a 170MB Binary Over a 4GB Monolith

Gitea vs GitLab: Why Small Teams Are Choosing a 170MB Binary Over a 4GB Monolith

GitLab is a fantastic platform. It's also a 4GB monolith that wants 8-16GB of RAM just to sit there and wait for your five-person team to push code. For a lot of teams, that's like renting a stadium to play pickup basketball. Gitea is

ClickHouse vs TimescaleDB vs InfluxDB: Picking the Right Analytics Database for Your Self-Hosted Stack

ClickHouse vs TimescaleDB vs InfluxDB: Picking the Right Analytics Database for Your Self-Hosted Stack

Not all data moves the same way. Some arrives in steady streams from IoT sensors. Some lands in massive batches from event pipelines. Some sits quietly for months until someone needs a year-over-year comparison on a Tuesday afternoon. The database you pick for analytics determines how painful that

LiteLLM: Free Open Source Gateway to Manage All Your LLM Providers

Open source softwares

LiteLLM: Free Open Source Gateway to Manage All Your LLM Providers

As organizations adopt multiple large language model providers, complexity grows quickly. Different APIs, authentication schemes, rate limits, billing models, and response formats create operational overhead. Engineering teams end up writing and maintaining provider specific integration code instead of focusing on product value. LiteLLM addresses this problem by acting as a

Why Every Growing Brand Needs a Community Forum (And How Discourse Makes It Easy)

Your community is already talking about you. The question is whether those conversations are happening in a place you own, or scattered across Reddit threads, Discord servers, and Slack channels you'll never find again. For growing brands, this is more than a branding problem. It's a

Promtail Is Dead: How to Migrate Your Log Pipeline to Grafana Alloy Before It Breaks

Promtail Is Dead: How to Migrate Your Log Pipeline to Grafana Alloy Before It Breaks

Promtail hit end-of-life on March 2, 2026. If you're still running it, your log pipeline is now officially unsupported. No more security patches, no more bug fixes, no more updates. Grafana merged Promtail's code into Alloy over a year ago, and the Loki Helm

Self-Hosted Weekly: Week 9, 2026. MinIO Is Dead, the Open Source Endowment Launches, and AI Slop Hits Maintainers

Self-Hosted Weekly

Self-Hosted Weekly: Week 9, 2026. MinIO Is Dead, the Open Source Endowment Launches, and AI Slop Hits Maintainers

It's been a big week in the self-hosted world. MinIO, one of the most relied-upon S3-compatible storage solutions, got officially archived. A new nonprofit wants to throw $100M at open source funding. And AI-generated contributions are pushing maintainers to the breaking point. Here are

Supabase on Elestio: Self-Host Your Backend with Auth, Realtime Subscriptions, and Edge Functions

Supabase on Elestio: Self-Host Your Backend with Auth, Realtime Subscriptions, and Edge Functions

Firebase changed the game for backend development. Then it changed its pricing, and suddenly that "free tier" wasn't looking so free anymore. If you've ever watched your Firebase bill climb while your app barely scaled, you already know why developers are looking for alternatives.

The Great SaaS Exodus: Why Companies Are Moving Entire Stacks to Self-Hosted in 2026

The Great SaaS Exodus: Why Companies Are Moving Entire Stacks to Self-Hosted in 2026

Something satisfying happened this year. A German state ditched Microsoft, a nonprofit told Slack to take a hike, and French schools banned Google Workspace. These aren't isolated incidents. They're symptoms of the same disease, and companies everywhere are finally reaching for the cure. The SaaS model

Airflow 3 on Elestio: Build Production Data Pipelines with TaskFlow API, Dynamic Task Mapping, and Deferrable Operators

Airflow 3 on Elestio: Build Production Data Pipelines with TaskFlow API, Dynamic Task Mapping, and Deferrable Operators

Every data team I've talked to in the past year has the same story: they started with cron jobs, graduated to a janky Python script runner, and eventually hit a wall when pipeline number forty-seven failed silently at 3 AM. That's the moment most teams

The 2026 Platform Engineering Stack: What Open-Source Tools Companies Are Actually Running

Platform Engineering

The 2026 Platform Engineering Stack: What Open-Source Tools Companies Are Actually Running

Every engineering team eventually hits the same wall. You've got five SaaS subscriptions for CI/CD, three more for monitoring, a separate secrets manager, and somehow you're still SSHing into production to check logs. Sound familiar? The platform engineering movement isn't about adding more

UVDesk: Free Open Source Alternative to Zendesk & Freshdesk

Open source softwares

UVDesk: Free Open Source Alternative to Zendesk & Freshdesk

Customer support software has become a core operational layer for modern businesses. Platforms like Zendesk and Freshdesk dominate the market, but their pricing models and closed ecosystems can become restrictive as teams scale. UVDesk offers a compelling alternative. It is a free, open source helpdesk system designed to centralize customer

Zammad Ticket Automation: Building Custom Triggers, Webhooks, and Macros for Your Support Workflow

Zammad Ticket Automation: Building Custom Triggers, Webhooks, and Macros for Your Support Workflow

Every support team hits the same wall. Tickets pile up, agents spend half their day routing emails to the right queue, and somehow a high-priority issue from your biggest client sits untouched for six hours because nobody saw it. You don't need more agents. You need Zammad&

Dify on Elestio: Build Custom AI Agents with RAG, Workflows, and Tool Calling

Dify on Elestio: Build Custom AI Agents with RAG, Workflows, and Tool Calling

You know what's funny about the AI agent hype? Everyone's building agents that can write code, analyze data, and draft emails. But ask them where their RAG pipeline runs, who owns the data, or how much they're paying OpenAI per month, and you get