Teaching our on-device assistant to say "I don't know"

September 20, 2026 · Dev.to

A PASS over an empty set is the same string as a real pass
Our journal's tree carries four small instruments that print a verdict over a set of files. A pre-commit hook runs them;
Four bugs my test suite couldn't catch
216 passing tests. A feature that was completely broken. Here is the gap between those two facts, and what I changed aft
First-touch attribution on a cookieless static Nuxt site
I run a small static Nuxt site (SSG + Storyblok) with cookieless analytics: no consent banner, nothing stored server-sid
Who Decides the Tenant? A Small Rust Guard for AI Tool Calls
I have been thinking about a fairly ordinary failure mode in AI-enabled SaaS products. A support agent is helping a user
ICE-involved shooting in Texas as outraged Democrats demand probe and protests erupt
An ICE agent shot and seriously wounded a man in Austin on Sunday - triggering a standoff, clashes with police.