Last week my feed filled with screenshots of MiniMax H3 benchmark results, and every post seemed to reach a different conclusion about whether the release mattered. I have been through enough launch-day hype cycles to know that a public leaderboard does not predict how a model will behave on my team's actual error logs. So I treated the H3 discussion as a trigger for a controlled experiment ins...
By: Pierre Le Clezio, Lead Product Manager – GitGuardian; Nic Gumina, Senior Security Consultant – AWS; Manu Chandrasekhar, Senior DevOps Consultant – AWS; Dan Parlin, Security Consultant – AWS
This article was originally published at AWS b...
The Problem
In one of our Azure DevOps pipelines, nuget restore suddenly started failing with an error stating, in essence, that the requested package could not be found in the referenced version. The task referencing the package hadn't changed — yet the restore stage kept failing.
At first glance, this looks like an issue with the package source, some caching e...
Meme Monday!
Today's cover image comes from the last thread.
DEV is an inclusive space! Humor in poor taste will be downvoted by mods.
...Freelance client work often becomes difficult for a predictable reason: project context is scattered. The brief lives in one chat, feedback arrives somewhere else, a file is shared by email, and a revision request is added during a call.
The fix is not necessarily a bigger tool stack. It is a lightweight workflow that makes the current status and next action visible.
quayside is my idempotency library for Node.js. The whole API fits in one sentence: execute(key, fn) runs a function exactly once per key — if it already ran, you get the stored result back; if it is running right now, you don't run it again. Pluggable storage (memory, Redis, Postgres, MySQL), HTTP adapters for Express, Fastify, Hono and NestJS, fencing tokens enforced inside the s...