"[Jul 13] Watching AI Be Confidently Wrong"

August 22, 2026 · Dev.to

Database Partitioning & Sharding: How to Distribute Massive Datasets
As an application grows, its database grows with it. A small application might start with a few thousand users and a sin
Swap Your LLM Without a Deploy: Dynamic Model Routing on Bedrock with AWS AppConfig
Bedrock model IDs have a short shelf life. New Claude, Nova, and Llama versions land every few months, pricing changes,
Tailscale Kernel TUN in Unprivileged LXC: Direct SSH Without Userspace Networking
tailscale up --tun=userspace-networking gets you a green dot in the admin console and almost nothing else. The node appe
We built a benchmark, then caught it strangling the models it was grading
A couple of day ago I posted about OmnisBench, our open benchmark for LLM routing, specifically our LLM Router OmnisRout
Olá, dev.to! Sou o Gabriel e automatizo o escritório jurídico onde trabalho
👋 Olá! Eu sou o Gabriel Victor Sou estudante de Engenharia de Software em Brasília e este é meu primeiro post aqui no de