Zero‑Crash Pipeline for Dual‑GPU RTX 3060 12 GB × 2 Fine‑Tuning Running AI models on a mid‑range, multi‑GPU rig can feel like walking a tightrope. The followin...
TL;DR Stop running your AI brain on someone else’s servers. Here’s the exact stack I run on my homelab — in the order that actually makes sense to deploy it. T...
Introduction Sup HN, I got tired of bouncing between Flightradar, MarineTraffic, and Twitter every time something kicked off globally, so I built a dashboard c...
Production‑ready EKS deployment with Terraform — Karpenter autoscaling, self‑healing nodes, pod security standards, and multi‑AZ high availability. EKS is the m...
RAG Retrieval‑Augmented Generation is how enterprises are deploying LLMs without fine‑tuning. Most tutorials stop at the demo stage, but production RAG requires...
Article In vitro neurons learn and exhibit sentience when embodied in a game‑world 2022https://www.cell.com/neuron/fulltext/S0896-62732200806-6?_returnURL=http...
The Problem AI coding assistants forget everything between sessions. Every conversation starts from zero. You explain your architecture, your patterns, your pr...
I was paying for Google Analytics confusing, Hotjar $80 /mo for heatmaps, and a separate popup tool $30 /mo. Three dashboards, three scripts on my site, and not...
The widespread integration of AI technologies has intensified concerns about fairness and bias, as these systems often perpetuate societal inequalities through ...
Introduction Kaeso was not defined wrong. Sometimes a product changes—not because the idea was wrong, but because working in problem‑solving areas naturally le...
A Real‑World Problem That I Keep Seeing A few weeks ago I reviewed a system where users uploaded files some > 300 MB. The original flow looked “reasonable”: 1....
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