solutions · workloads
Agent fleets that survive production.
From notebook to production without the folder of scripts — declared runs, immutable versions, and every invocation inspectable end to end.
the situation
Where it hurts.
The team ships agents built in notebooks, deployed as cron scripts, rolled back by re-editing files — until someone asks what changed, or what actually ran.
The hard part isn't the model; it's everything around it: versions, placement, credentials, and proof of what happened.
on quark
How it runs here.
Declare each run once — the model it calls, the data it may query, the secrets it may receive — and publish it as an immutable version. The platform executes it in a sandbox with exactly those grants.
Roll back to any prior version from the console. Every invocation lands on the run timeline, inspectable end to end.
pieces used
What does the work.
Every scenario maps to products that exist in the catalog — follow any piece through to its page.
Real, contained execution for every run — TTL'd and inspectable.
Orchestration as versioned step graphs with checkpointed runs.
Retrieval wired straight into the run declaration.
Project-scoped keys and service accounts, so every run has an owner.
Exactly 4 products do the work — the Foundation is always on underneath.
contact
Talk to us about running Quark.
Tell us about your workloads — we will show you what your own cloud can do.