ContextOps · v1.0 · tensorhelm.com
The governed pipeline between your knowledge and your models. Version-controlled, sandbox-tested, and delivered to wherever your AI needs it.
Sound familiar
It's 2am. Your AI assistant is hallucinating product names and contradicting instructions it followed perfectly last week. The model is the same. The code is the same. You deployed nothing tonight.
Then you remember: someone updated the system prompt three weeks ago. You search Slack. Six iterations of a pasted text block. You don't know which one is in production. You can't roll back. You can't reproduce the bug in staging because staging doesn't have a defined context state.
Every major engineering discipline eventually gets infrastructure. Context is next.
Architecture
Version-controlled context packages, marketplace, and workspace. The governed layer between your knowledge and your models.
Deterministic routing logic. Define which context goes to which model, under which conditions. Auditable, testable rules.
Scheduled jobs, triggers, and pipeline execution. TensorBash runs your context workflows without human intervention.
Raw sources become structured context. Documents, wikis, codebases, CRMs — ingested, chunked, and ready for delivery.
What TensorHelm does
Govern
Version-controlled context packages with security scanning. Nothing unreviewed reaches production.
Test
Sandbox against real LLMs before promoting. Know the exact impact of every context change before it goes live.
Deliver
Structured connectors pipe context to wherever your AI needs it — agents, models, APIs, webhooks.
Pricing
Pro
Marketplace transactions: 15–20% fee on every package sale.