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Docker homelab. 40+ services. 0 cloud subscriptions.

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Blog

A blog about my home server: how, step by step, I work through Docker, monitoring, backups and local AI. Practical notes from real deployments β€” what worked, what broke and what I learned. Concrete details you can reuse in your own setup.

Prometheus Alerting: Lessons from Six Months of False Positives
MonitoringJul 8, 2026Β· 11 min read

Prometheus Alerting: Lessons from Six Months of False Positives

A workshop on writing rules that wake you only when it matters: verifying metrics before writing thresholds, predict_linear instead of static limits, log-alert pitfalls, and a two-stage AI pipeline that turns JSON into a human sentence.

#prometheus#monitoring#alerting#loki
n8n in a Homelab: Automation Patterns That Survived a Year in Production
AutomationJul 6, 2026Β· 11 min read

n8n in a Homelab: Automation Patterns That Survived a Year in Production

Alertmanager webhooks, a per-user notification dispatcher, a queue for quiet hours, and the pitfalls of n8n's internal data model. Patterns from twelve workflows doing quiet background work β€” and an honest line where n8n stopped being the right tool.

#n8n#automation#workflow#homelab
A local LLM without a GPU: what a year of Ollama on an old i5 taught me
AIJul 4, 2026Β· 14 min read

A local LLM without a GPU: what a year of Ollama on an old i5 taught me

Six cores, 32 GB of RAM, zero GPU β€” and language models that genuinely earn their keep at home: summarizing alerts, running a home agent, searching by meaning. On model selection, temperatures, and the pitfalls no tutorial mentions.

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

Notebook with Camera, Voice, and OCR β€” 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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  • β†’ Notebook with Camera, Voice, and OCR β€” Built Locally

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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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