dstack: Heterogeneous Orchestration with Native Tenstorrent Galaxy Support
Open orchestration with dated Galaxy Wormhole + Blackhole docs — complements serving-layer affiliates.
Native TT Galaxy (Wormhole + Blackhole) fleet orchestration — unusually honest public TT documentation.
Key Facts
- Tier A affiliate candidate — COD-adjacent fleet orchestration with public Galaxy docs.
- Explicit TT resource types: Galaxy Wormhole (tt-galaxy-wh), Blackhole (tt-galaxy-bh), QuietBox/LoudBox PCIe.
- Docs show gpt-oss-120b service example on Galaxy via Tenstorrent Inference Server.
- Blackhole support in dstack 0.20.22 release notes (2026).
- Diligence vs SkyPilot: avoid duplicate control planes in SOW design.
What dstack does
dstack is an open-source and commercial orchestration stack for AI infrastructure: fleets, dev environments, tasks, services, volumes, and gateways across GPU clouds, Kubernetes, and on-prem. Public docs document first-class NVIDIA, AMD, Google TPU, and Tenstorrent support — including Galaxy Wormhole/Blackhole via SSH fleets and Tenstorrent Inference Server examples (gpt-oss-120b on Galaxy). Blackhole support added in dstack 0.20.22 (2026).
What they stand for
Vendor-agnostic AI infrastructure control plane — standardize fleet and service orchestration without building greenfield ops for every accelerator vendor.
Supply-chain fit for AGICY
AGICY campus + overflow scheduling benefits from documented Galaxy support (tt-galaxy-wh / tt-galaxy-bh resource types). dstack could handle fleet/service orchestration on AGICY silicon while serving affiliates (e.g. Moreh) own inference kernels. Complements SkyPilot’s multi-cloud pattern — pick one primary fleet orchestrator to avoid duplicate control planes. AGICY owns capacity; dstack shapes ops above the metal.
Status
Not a partner today · illustrative ecosystem mapping
Latest news angles (2025–2026)
| When | Signal | Source |
|---|---|---|
| 2026 | dstack — Tenstorrent accelerators (Wormhole, Blackhole, Galaxy) | dstack docs |
| 2026 | dstack 0.20.22 — Tenstorrent Blackhole support | GitHub |
| 2026 | dstack product home — heterogeneous AI orchestration | dstack |
FAQ
Does dstack replace Moreh?
No. Moreh optimizes production vLLM/MoAI serving on Galaxy; dstack schedules fleets and services across accelerators. They stack — kernels vs control plane.
Why Tier A over Watch?
Unlike most orchestration peers, dstack publishes dated Galaxy Wormhole/Blackhole resource specs and Inference Server examples — TT relevance is documented, not only claimed.
Is dstack an AGICY partner?
No. Illustrative ecosystem mapping only.
Related intelligence
Official & primary sources
- dstack.ai
- Tenstorrent accelerator docs
- GitHub — dstackai/dstack
- dstack docs: dstack — Tenstorrent accelerators (Wormhole, Blackhole, Galaxy)
- GitHub: dstack 0.20.22 — Tenstorrent Blackhole support
- dstack: dstack product home — heterogeneous AI orchestration
- AGICY stack ecosystem shortlist (internal research archive).
Explore the Stack Ecosystem
Illustrative mapping of serving, tenancy, assurance, and orchestration vendors that could complement AGICY's Cyprus Galaxy campus — potential affiliates, not current partners.
View Stack Ecosystem