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Blog

Notes from my own infrastructure: what breaks, how I find out, and what I learned from failures nobody spotted in time.

Alerts that only wake you when it matters: six months of learning from false alarms
MonitoringJul 8, 2026· 18 min read

Alerts that only wake you when it matters: six months of learning from false alarms

A workshop on Prometheus alerting rules: why they woke me for nothing, how that stopped — and why the most expensive failure was the one nobody heard about for nine days.

#prometheus#monitoring#alerting#loki
Automations that survived a year in production — and the one thing I chose not to automate
AutomationJul 6, 2026· 11 min read

Automations that survived a year in production — and the one thing I chose not to automate

Patterns from twelve background processes: what happens when a step fails, how to avoid burying yourself in notifications, and what is better left to a person.

#n8n#automation#workflow#homelab
Artificial intelligence in-house: a year without data leaving the company
AIJul 4, 2026· 14 min read

Artificial intelligence in-house: a year without data leaving the company

A year running a language model on my own hardware, with no graphics card and no API bills. On what such a model genuinely carries, where it gives up — and why the choice of model mattered less than everything built around it.

#ollama#llm#ai#self-hosting
Notebook with Camera, Voice, and OCR — Built Locally
Home AppMay 29, 2026· 7 min read

Notebook with Camera, Voice, and OCR — Built Locally

I added image uploads, Polish voice dictation, and Tesseract OCR to my self-hosted family app. Everything runs locally, no external APIs.

#homelab#homeapp#notes#ocr

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#homelab#prometheus#monitoring#alerting#loki#observability#n8n#automation#workflow#notifications#ollama#llm#ai#self-hosting#homeapp#notes#ocr#self-hosted

About

Senior developer building a production-grade homelab. Writing about Docker, monitoring, AI pipelines, and self-hosted infrastructure.

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