Proposed roadmap application

Thirteenfold Compute

Local model, runtime, accelerator, workload, and evaluation management under explicit operator control.

Proposed roadmap application; name and implementation remain under review.

Why it is planned

A practical role in the family.

Who it is for

Local operators and developers evaluating models, runtimes, accelerators, and bounded workloads.

Example use

An operator wants to compare local models under a fixed hardware and resource ceiling before selecting a runtime profile.

Intended benefit

Could make workload behavior and resource tradeoffs easier to compare without granting models inherited tool authority.

Intended workflow

How the work would flow.

This describes the planned experience. It does not establish that these capabilities are available.

  1. Select the approved model, runtime, workload, dataset, and resource profile.

  2. Run the workload within declared compute and network limits.

  3. Review metrics, logs, and evaluation evidence before any adoption decision.

Scope and relationships

Clear ownership of the work.

Data and authority boundaries

Would use explicitly selected models, datasets, workspaces, and device telemetry; it would not receive ambient filesystem access, unrestricted network access, or inherited tools.

How it fits with the family

Compute would run and evaluate models and workloads; Forge would turn source workspaces into reviewable software candidates.

Explore Thirteenfold Forge