Ankush Singh

When Cloudflare released Clef on October 1, its launch post carried a table of ten public benchmarks, seven of them led by a Clef model. The Hacker News thread passed 600 points in a day, and one of the first replies was six words long: “Public benchmarks are easy to cheat” (Traictory, Hacker News). Fair. So we ran the test nobody could have trained for. Construct’s agent has about 40 small decisions written for a decision model, and every one of them was written around Jev: the prompts, the questions, a...

Construct is a coworker agent with a real Linux computer per user. hol’ up we are not even paying for all of them. Construct is an AI employee. You hand it a job. It goes and does the job, without you having to babysit it. To do that with agents like Hermes or OpenClaw, you spin up a VPS. Real CPU. Real disk. A full Linux machine that stays on between turns. That costs real money, and the moment more people sign up to poke around and never come back, it murders your infrastructure bill. < Meet Construct...

I frequently create developer tools and publish node packages on npmjs, but recently classic tokens got deprecated, granular token are limited to 90 days, require 2FA and a bunch of changes were introduced to improve security around publishing packages. More about that on this github announcement. One of the improvements was the introduction of OpenID Connect (OIDC), which allows developers to automate package publishing through github actions, without having to setup any kind of api key or access token,...