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STACK PARTNERS · TIER A · PARTNER

dstack: Heterogeneous AI Orchestration with Native Tenstorrent Galaxy Support

Open orchestration control plane with dated Galaxy Wormhole + Blackhole docs — complements Moreh serving.

Published: August 6, 2026Read Time: 7 minBy AGICY Research
dstack: Heterogeneous AI Orchestration with Native Tenstorrent Galaxy Support
Examination, not endorsement: AGICY evaluates dstack as a stack / SI / tenancy / workload counterparty for Galaxy + Copperway — not as a CapEx campus peer. Vendor claims require independent validation. No signed SOW is implied unless stated elsewhere. Cross-read the Stack Partners hub.

Native TT Galaxy (Wormhole + Blackhole) fleet orchestration — SkyPilot-class peer with stronger public TT docs.

Key Facts

  • Tier A Partner — 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 added in dstack 0.20.22 release notes (2026).
  • Diligence vs SkyPilot: pick one primary fleet orchestrator SOW — avoid duplicate control planes.

What dstack actually does

dstack is an open-source + commercial orchestration stack for AI infrastructure: fleets, dev environments, tasks, services, volumes, and gateways across GPU clouds, Kubernetes, and on-prem. Public docs claim first-class NVIDIA, AMD, Google TPU, and Tenstorrent support — including Galaxy Wormhole/Blackhole via SSH fleets and Tenstorrent Inference Server examples.

AGICY partner posture

Partner for campus + overflow scheduling with unusually honest TT first-class accel documentation (tt-galaxy-wh / tt-galaxy-bh). Complements Moreh (serving kernels) and SkyPilot (multi-cloud pattern) — evaluate SOW for Galaxy COD ops without inventing a greenfield control plane. Risk: OSS-first commercial differentiation; marketplace (dstack Sky) capacity adjacency; validate production SLA vs marketing docs.

What they are NOT

Not a TT vLLM/MoAI kernel house; not CapEx; not Copperway PII/€/M commercial path; not a substitute for SRA offtake.

Latest news angles (2025–2026)

WhenSignalSource
2026dstack — Tenstorrent accelerators (Wormhole, Blackhole, Galaxy)dstack docs
2026dstack 0.20.22 — Tenstorrent Blackhole supportGitHub
2026dstack product home — heterogeneous AI orchestrationdstack

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 Partner 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.

CapEx peer?

No. Orchestration software on AGICY-owned CapEx. Do not put license fees inside CapEx LOCK without contingency.

Related intelligence

INTERNAL
AGICY Galaxy / sovereign data centers briefing
INTERNAL
Structure, CapEx & Demand — frontier labs vs AGICY
INTERNAL
Tenstorrent Galaxy RISC-V at scale (2026)
INTERNAL
Stack Partners hub
STACK PARTNER
SkyPilot
Commercial SkyPilot-class control plane for multi-upstream / multi-accel ops.
STACK PARTNER
BetterBrain
Agentic reference apps / COD demo narrative on TT.

Official & primary sources

  1. dstack.ai
  2. Tenstorrent accelerator docs
  3. GitHub — dstackai/dstack
  4. dstack docs: dstack — Tenstorrent accelerators (Wormhole, Blackhole, Galaxy)
  5. GitHub: dstack 0.20.22 — Tenstorrent Blackhole support
  6. dstack: dstack product home — heterogeneous AI orchestration
  7. AGICY shortlist posture — Partner Shortlist Moreh-class (internal research archive).

Explore the Stack Partners category

Moreh-class serving, tenancy, assurance, and orchestration examinations for AGICY's Cyprus Galaxy campus — separate from CapEx campus peers.

View all Stack Partners

§ FIN — Close of Document

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