Workflow Templates: 250+ Ready Starting Points

A blank canvas is the most expensive thing we can show you. The workflow template library fixes the cold start: more than 250 workflows, each one a working automation you can run as-is or fork and edit. What is in the li…

ToRun Team · 2 min read

Budgets Should Say No Politely

Every AI platform has limits. The difference is what happens when you reach one. The common failure mode: a request quietly dies, an error code appears, and you are left guessing whether the model is down, your account i…

ToRun Team · 2 min read

Deep Research: Answers With Receipts

A chat answer is only as good as what you can verify. Deep Research mode exists for the questions where "sounds right" is not good enough. What it does differently Instead of answering from model memory, Deep Research: 1…

ToRun Team · 1 min read

Projects Give Your Chats a Shared Memory

Chats are great until the third one about the same topic. You paste the same background, re-explain the same constraints, and the assistant answers as if it just met you. Projects fix that. Create a project, drop your ch…

ToRun Team · 2 min read

The Honest-UX Bar Every AI Product Should Clear

Most AI products fail on a dimension that has nothing to do with model quality. They fail on honesty — not in the sense of lying outright, but in the quieter ways: burying what a call costs, expressing confident nonsense…

ToRun Team · 6 min read

You Should Own Your AI Memory

The Memory Problem Nobody Is Talking About AI assistants are getting genuinely good at remembering things. Your preferred output format. The tech stack you work in. Your timezone, your team structure, the fact that you a…

ToRun Team · 4 min read

Why One Model Is Never Enough

The single-model trap Every major AI provider wants you to believe their flagship model is the right answer to every question. That belief is commercially convenient for them and technically incorrect for you. A model th…

ToRun Team · 4 min read

Wallet, subscription, and billing without surprises

Every AI platform has a billing model. Most keep it vague enough that you only discover its edges when something goes wrong — an unexpected charge, a feature that silently degrades, an invoice you cannot reconcile. ToRun…

ToRun Team · 6 min read

Image, Video, and Music Generation as First-Class Modes

Most AI platforms bolt media generation on as an afterthought. A separate tab, a different API key, a billing system that has nothing to do with your chat credits. ToRun takes a different position: image, video, and musi…

ToRun Team · 5 min read