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What Actually Happens When an AI Agent Calls an MCP Tool
AI

What Actually Happens When an AI Agent Calls an MCP Tool

Your agent "used a tool." You watched it check the weather, query a database, or open a file, and it felt like magic. It isn't. Underneath that one line in the transcript is a small, boring, completely knowable exchange of JSON messages. Once you've
08 Jul 2026 4 min read
You Spend More Time Managing Self-Hosted Tools Than Using Them?
Self-Hosting

You Spend More Time Managing Self-Hosted Tools Than Using Them?

You know the drill. You spin up n8n to automate a few workflows, Grafana to keep an eye on things, maybe Supabase for a side project's backend. It feels great for about a week. Then a CVE lands, a backup you assumed was running turns out not to
07 Jul 2026 4 min read
Give Your AI Agent a Browser: Self-Host Browserless
AI

Give Your AI Agent a Browser: Self-Host Browserless

Here's a problem you hit about five minutes into building anything with an AI agent: the model can reason all day, but it can't actually open a web page. It can't log into a dashboard, wait for the JavaScript to render, screenshot the result,
06 Jul 2026 4 min read
Elestio Catalog Updates: 9 New Releases This Week (June 29 - July 5, 2026)
Catalog Updates

Elestio Catalog Updates: 9 New Releases This Week (June 29 - July 5, 2026)

A quieter week than the last, but a meaningful one. Immich shipped its long-awaited v3, Ollama made Gemma 4 dramatically faster on Apple Silicon, and a handful of developer platforms landed security hardening worth applying. Here's everything that shipped across the Elestio catalog from June 29 to
05 Jul 2026 3 min read
Self-Host LiteLLM: One API Gateway for Every LLM
AI

Self-Host LiteLLM: One API Gateway for Every LLM

Here's a mess I got myself into last year. One service was calling OpenAI. Another used Anthropic. A batch job talked to a local Ollama box to save money. Each had its own SDK, its own auth, its own quirks. API keys were scattered across three .env files
04 Jul 2026 4 min read
Erugo: Free Open Source File Sharing Platform
Erugo

Erugo: Free Open Source File Sharing Platform

Sending a large file usually means uploading it to WeTransfer, Dropbox, or Google Drive and hoping the other side grabs it before the link expires. It works, but your files sit on someone else's servers, and you have little real control over who can reach them or how
04 Jul 2026 4 min read
Self-Hosted Weekly: Week 27, 2026. TrueNAS 26, Grafana RCE, Gemma 4
Self-Hosted Weekly

Self-Hosted Weekly: Week 27, 2026. TrueNAS 26, Grafana RCE, Gemma 4

Another week, another reminder that "self-hosted" and "AI agents" are quietly becoming the same conversation. This week gave us a homelab NAS that keeps eating Proxmox's lunch, two security patches you should apply before the weekend, a fresh batch of open models you
03 Jul 2026 5 min read
Elestio AI DevOps Now Runs in Your Browser (and Costs Less)
DevOps

Elestio AI DevOps Now Runs in Your Browser (and Costs Less)

It's late, your site is throwing a 502, and you're staring at a terminal you'd rather not be staring at. You know the fix is probably five commands away. You also know that one wrong command at this hour is how a small outage
02 Jul 2026 4 min read
Grafana + Loki: Set Up Centralized Logging on Elestio
DevOps

Grafana + Loki: Set Up Centralized Logging on Elestio

Picture the 2 a.m. version of you. Something is down, you have five servers, and your "logging strategy" is SSH plus grep plus a lot of hope. You tail one box, then another, then lose track of which terminal is which. Meanwhile the actual error scrolled past
01 Jul 2026 4 min read
Self-Host Stirling-PDF: 50+ Private PDF Tools on Your Server
Self-Hosted

Self-Host Stirling-PDF: 50+ Private PDF Tools on Your Server

You need to merge two PDFs, or strip a password, or OCR a scanned contract. So you do what everyone does: you Google "merge PDF free," click the first result, and upload a document with your client's signature and bank details to a server you know
30 Jun 2026 4 min read
Temporal: Open Source Durable Workflows for Apps & AI Agents
Open source softwares

Temporal: Open Source Durable Workflows for Apps & AI Agents

Most backend code assumes the happy path. You call an API, write to a database, send an email, and move on. Then the process crashes halfway through, the network times out, or a third-party service returns a 503, and suddenly you're writing retry loops, idempotency keys, status
29 Jun 2026 7 min read
Elestio Catalog Updates: 9 New Releases This Week (June 22-28, 2026)
Catalog Updates

Elestio Catalog Updates: 9 New Releases This Week (June 22-28, 2026)

If last week was quiet, this one made up for it. Nine services in the Elestio catalog shipped releases between June 22 and 28, and the dominant theme was security: Grafana cleared a stack of CVEs, Meilisearch and Mastodon both pushed urgent patches, and Weaviate closed an SSRF hole. If
28 Jun 2026 3 min read
Self-Hosted Weekly: Week 26, 2026. n8n RCE, Ingress-Nginx Retired, KubeCon Goes Agent
Self-Hosted Weekly

Self-Hosted Weekly: Week 26, 2026. n8n RCE, Ingress-Nginx Retired, KubeCon Goes Agent

Two remote-code-execution holes in tools you probably run, a Kubernetes mainstay officially put in the ground, and the whole industry deciding that agents need their own infrastructure. This was not a quiet week. If you only do one thing after reading this, patch n8n and Open WebUI. Then
26 Jun 2026 5 min read
Less Dashboard, More Agent: Day-2 Ops with the Elestio MCP
AI

Less Dashboard, More Agent: Day-2 Ops with the Elestio MCP

I have a confession: I used to keep the Elestio dashboard pinned in a browser tab all day. Deploy something here, resize a database there, hunt through logs when a service started throwing 502s. It works. It is also a lot of clicking for things I could describe in one
24 Jun 2026 4 min read
Elestio Catalog Updates: 9 New Releases This Week (June 15-21, 2026)
Catalog Updates

Elestio Catalog Updates: 9 New Releases This Week (June 15-21, 2026)

After a busy run of major releases in early June, this week was quieter and more about hardening than headlines. Nine services in the Elestio catalog shipped updates between June 15 and 21, with a clear theme: security patches across team-chat tools, resilience fixes in automation, and steady progress
21 Jun 2026 4 min read
Self-Hosted Weekly: Week 25, 2026. Mastra npm Attack, Euro-Office Ships, Pangolin 1.19
Self-Hosted Weekly

Self-Hosted Weekly: Week 25, 2026. Mastra npm Attack, Euro-Office Ships, Pangolin 1.19

Another week, another reminder that self-hosting is half about the software you run and half about the supply chain it rides in on. This week handed us a nasty npm compromise, a genuine European answer to Microsoft Office, a Pangolin release that quietly turns your browser into a remote
19 Jun 2026 5 min read
Formbricks vs LimeSurvey: Which Self-Hosted Survey Tool in 2026?
Formbricks

Formbricks vs LimeSurvey: Which Self-Hosted Survey Tool in 2026?

You want to run a survey without handing your respondents' answers to Typeform or Qualtrics, so you go looking for something self-hosted. Two open-source names come up again and again: Formbricks and LimeSurvey. On the surface they do the same thing, collect responses, but they are built
17 Jun 2026 3 min read
Docmost vs Outline: Which Self-Hosted Notion Alternative in 2026?
Docmost

Docmost vs Outline: Which Self-Hosted Notion Alternative in 2026?

Your team's knowledge is scattered across Notion pages, a few Google Docs nobody can find, and three Slack threads someone swears had the answer. At some point you decide you want a real wiki, one you host yourself, where the data is yours and the bill does not
15 Jun 2026 3 min read
n8n vs Activepieces: Which Self-Hosted Automation Platform in 2026?
n8n

n8n vs Activepieces: Which Self-Hosted Automation Platform in 2026?

Your Zapier bill crept past a few hundred dollars a month, the task limits started biting right when a workflow finally got useful, and somewhere in there you thought: I could just run this myself. Good instinct. The two open-source names you keep hitting are n8n and Activepieces, and
13 Jun 2026 4 min read
Glean: Free Open Source Self-Hosted RSS Reader with AI Smart Feed
Open source softwares

Glean: Free Open Source Self-Hosted RSS Reader with AI Smart Feed

Keeping up with news, blogs, newsletters, and industry updates has become increasingly difficult. Information is scattered across countless websites, social platforms, and newsletters, making it hard to stay informed without feeling overwhelmed. Glean aims to solve this problem by offering a free and open source RSS reader that you can
13 Jun 2026 4 min read
Self-Hosted Weekly: Week 24, 2026. Jira's Self-Hosted Exit, Postgres 19 Beta, Home Assistant 2026.6
Self-Hosting

Self-Hosted Weekly: Week 24, 2026. Jira's Self-Hosted Exit, Postgres 19 Beta, Home Assistant 2026.6

Some weeks the self-hosted world coasts. This was not one of them. The project behind your next Jira replacement shipped a migration tool, Postgres dropped its first 19 beta, and Home Assistant gave its dashboards a long-overdue rethink. Here are the eight stories worth your time this week,
12 Jun 2026 4 min read
Directus vs Strapi: Which Headless CMS Should You Self-Host in 2026?
Directus

Directus vs Strapi: Which Headless CMS Should You Self-Host in 2026?

You've decided to self-host your content backend instead of paying per-seat for a SaaS CMS. Good call. Now you're staring at the two names everyone lands on: Directus and Strapi. They look interchangeable from the outside, both give you a slick admin panel and
11 Jun 2026 3 min read
How to Self-Host Supabase on Elestio (Full Setup Guide)
Supabase

How to Self-Host Supabase on Elestio (Full Setup Guide)

Supabase gives you a Postgres database, authentication, instant REST and realtime APIs, file storage, edge functions, and an admin studio, all from one open-source stack. The hosted version is great until you hit the moment every growing team hits: you want your data on infrastructure you control, with no
09 Jun 2026 5 min read
Authentik + Grafana: Add Single Sign-On to Your Dashboards
Authentik

Authentik + Grafana: Add Single Sign-On to Your Dashboards

The first time someone leaves your team, you remember every place they had a login. Grafana is always one of them, and it's always the one nobody disabled. Local Grafana accounts are fine for a homelab of one, but the moment two or more people share dashboards, you
09 Jun 2026 4 min read
AI Writes Code 7x Faster. Shipping It Is the New Bottleneck.
AI

AI Writes Code 7x Faster. Shipping It Is the New Bottleneck.

Every engineering team has felt it over the past two years: code appears faster than ever, and somehow nothing reaches users any sooner. A new working paper from the National Bureau of Economic Research (NBER), the nonprofit that publishes much of the economics research later cited in policy and the
08 Jun 2026 4 min read
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