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Engineering notes, creator economics, and product announcements from the team building ToRun.

Product 1 Aug 2026 · 2 min read Bring Your Documents to the Chat — and Take Them Away Again Chat that only accepts images is chat you have to paste into. Files now go both ways. Sending files in Attach and ask in the same message. Supported today: PDF, Word, Excel, PowerPoint, CSV and TSV, JSON, XML, YAML, HTML… Product 26 Jun 2026 · 1 min read Voice Across Providers: Realtime, TTS, and Transcription Voice on ToRun is not one feature — it is three, and each one picks from multiple providers. Realtime conversations Live voice mode connects you to speech-native models for real back-and-forth conversation — interruption… Product 23 Jun 2026 · 2 min read Bring Your Own Keys: Three Tiers, Real Savings If you already pay OpenAI, Anthropic, or Google directly, you should not pay full retail again to use those models through ToRun. Bring Your Own Key BYOK is how that works. How it works Add a provider API key in Settings… Product 18 Jun 2026 · 2 min read 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… Product 9 Jun 2026 · 1 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… Product 4 Jun 2026 · 2 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… Product 27 May 2026 · 6 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… Product 26 May 2026 · 5 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… Product 23 May 2026 · 3 min read Run ToRun on your own infrastructure — on-prem and self-hosted Not every team can send prompts to a third-party cloud. Regulated industries, government workloads, and companies with strict data-residency rules need their AI stack to stay inside their own network. ToRun ships as a se…