Blog
Engineering notes, creator economics, and product announcements from the team building ToRun.
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…
Product
22 May 2026 · 4 min read
Build and run 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…
Product
21 May 2026 · 4 min read
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…
Engineering
20 May 2026 · 5 min read
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…
Product
19 May 2026 · 4 min read
What is ToRun? One honest home for all your AI
Most AI tools have a core tension they never acknowledge: the best model for your task today may not be the same model tomorrow, yet you are expected to commit to one provider's subscription and work around its blind spo…
Security
18 May 2026 · 1 min read
Bring-your-own-key — how ToRun keeps your credentials safe
What BYOK means here Bring-your-own-key BYOK on ToRun lets you add your own provider API key on the BYOK page in your account. Calls that can use it go through your own provider account: the provider bills that account f…
Announcement
18 May 2026 · 1 min read
ToRun Phase 1 is live — capability-first AI orchestration
What shipped today Phase 1 of ToRun is now live. After eighteen months of platform work, we have flipped the switch on the capability-first orchestration model the team has been describing in roadmap calls all year. What…
Engineering
18 May 2026 · 2 min read
Designing for multi-tenant SaaS — the ToRun approach
Tenants, hosts, and the dataset filter ToRun is built on ABP Framework's multi-tenancy model. A row marked IsMultiTenant has a TenantId column that the framework filters automatically; queries from inside a tenant contex…
Engineering
18 May 2026 · 2 min read
Understanding multimodal AI pricing — tokens, images, and seconds
One BillingRecord per call, full snapshot Every AI call on ToRun produces exactly one BillingRecord that captures the price at the moment of execution. Provider rates change every few weeks; storing the rate inline means…