https://viktor-schneider.com/en/blog/Viktor Schneiderenhttps://viktor-schneider.com/en/blog/embedding-models-must-match/https://viktor-schneider.com/en/blog/embedding-models-must-match/Mon, 24 Aug 2026 00:00:00 +0000Index with one model, search with another, and you get either an error – or quietly wrong results.https://viktor-schneider.com/en/blog/human-in-the-loop-n8n-telegram/https://viktor-schneider.com/en/blog/human-in-the-loop-n8n-telegram/Mon, 24 Aug 2026 00:00:00 +0000Human-in-the-loop with n8n and Telegram – maintenance that runs itself but asks at the right moment.https://viktor-schneider.com/en/blog/local-or-api/https://viktor-schneider.com/en/blog/local-or-api/Mon, 24 Aug 2026 00:00:00 +0000Not every step belongs in house, and not every step may leave it. A decision guide from practice.https://viktor-schneider.com/en/blog/monitoring-without-a-stack/https://viktor-schneider.com/en/blog/monitoring-without-a-stack/Mon, 24 Aug 2026 00:00:00 +0000A scheduled job, one command, a Telegram message. When that is enough – and when it is not.https://viktor-schneider.com/en/blog/one-server-seven-services/https://viktor-schneider.com/en/blog/one-server-seven-services/Mon, 24 Aug 2026 00:00:00 +0000Nextcloud, GitLab, n8n, YouTrack, a vector database and a Minecraft server on one machine. What runs out first.https://viktor-schneider.com/en/blog/product-advisor-shopify-qdrant-telegram/https://viktor-schneider.com/en/blog/product-advisor-shopify-qdrant-telegram/Mon, 24 Aug 2026 00:00:00 +0000Shopify catalogue into Qdrant, vector search as a tool for a language-model agent, Telegram as the interface.https://viktor-schneider.com/en/blog/first-post/https://viktor-schneider.com/en/blog/first-post/Sun, 23 Aug 2026 00:00:00 +0000Why this site lives on a machine I run myself – and what will show up here.