Tag: self-hosting

Jaeger does distributed tracing only; SigNoz bundles traces, metrics, and logs. Which should you self-host? Here's the honest breakdown.

Backup patterns that survive disasters: snapshot, replication, off-site. Retention, safety, and the 3-2-1 model done right.

Image upscaling with Real-ESRGAN, super-resolution AI models, ComfyUI workflows, and practical upscaler comparison for self-hosted setups.

Master ControlNet and LoRA for precise image generation control in Stable Diffusion. Learn Canny edges, depth, pose, scribbles, tiling, and style stacking in ComfyUI.

API vs self-hosted LLM cost reality, GPU TCO, privacy, latency, break-even math. When paying OpenAI/Anthropic wins. When local wins.

Free AI image generators win on convenience but lose fast on volume, style consistency, and control. Here's the real break-even against running your own GPU.

RAG beyond dense embeddings: BM25 lexical search, hybrid retrieval (RRF, weighted fusion), cross-encoder re-rankers (BGE, Cohere, Jina). When pure vector search fails.

Drop Docker's daemon entirely. Podman rootless containers with podman-compose, drop-in compatibility, daemonless orchestration, and where it bites you.

3-2-1 backups aren't enough anymore. The 3-2-1-1-0 rule adds immutable & offline copies plus verified restores, here's how to implement it.

A capability map of what's free from AI providers in 2026: chat, APIs, image generation, speech tools, and coding help, with the real quotas.

Run dbt-core free with Postgres, DuckDB, or ClickHouse. SQL transformations, tests, docs, and star schemas without the dbt Cloud price tag.

Your ISP's box doesn't have to run your network. How to find bridge mode, dodge double NAT, and hand real routing duty over to a MikroTik router instead.