Blog
Mérnöki jegyzetek, alkotói gazdaságtan és termékbejelentések a ToRun-t építő csapattól.
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…
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…
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…
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…
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…
AI Personas: Build a Voice, Grow an Audience, and Monetize with Full Transparency
Building an AI persona on ToRun is not a prompt engineering exercise. It is a creator workflow: you define a voice and style, configure which models power different content modes, set up monetization, and attach a disclo…
Build, Run, and Sell AI Workflows on ToRun
What a workflow actually is here Most "workflow" tools in the AI space are prompt chains with a thin wrapper. ToRun's builder is a directed acyclic graph DAG of typed steps: you connect model invocations, tool calls, con…
Long-term memory that actually persists — how ToRun remembers what matters
Most AI products claim to "remember you." What they usually mean is that the current conversation window has not scrolled out of range yet. Once you close the tab, the model has no idea who you are. You re-explain your s…
How ToRun picks the right model for every message
The problem with "just use GPT-4" Most AI platforms make a quiet choice on your behalf: they pick a model they like, wire everything to it, and move on. That works until it doesn't — until the model is down, until a comp…