SpinForgeA Garmo Labs CompanyDiscuss a workload
RELEASE & ENVIRONMENT MATRIXSPINFORGE / A GARMO LABS COMPANY

Available interfaces.
Explicit release scope.

CLI, MCP and headless access is confirmed for the established portfolio and the released 21-solver suite. The synthesis and discovery products are existing offerings; their release-specific setup is specified with the selected deployment. A complete per-product release and hardware qualification matrix was not supplied; the unknown cells below are not approvals.

CURRENT SOURCE INFORMATION

Qualification follows
the selected release.

UNISOLVE current G: Mac ARM64/Python 3.14 and existing Brev Linux ARM64/Python 3.10 full suites. Garmo Solvers 1.0.2: released 21-module suite, with comparative records for specified workloads. Synthesis: eleven existing products in the owner’s README; per-product platform and access manifests are requested at onboarding.

A family table establishes identity and function, not an all-platform compatibility matrix or a new hardware validation campaign.

64 CATALOG ENTRIES / ONE VISIBLE REGISTER

Know which evidence
belongs to the release.

The current G source reports 82 profiles and full suites on Mac ARM64/Python 3.14 and existing Brev Linux ARM64/Python 3.10. Historical records retain their source identity.

64 catalog entries

ProductAccessRelease in supplied evidenceEnvironment qualification
SpinForge + Atlas ↗CLI · MCP · HeadlessSelected product release manifestHost, dependencies, capacity, model scope and result checks are stated for the activated workflow.
SpinRoute ↗CLI · MCP · HeadlessSelected product release manifestHost, dependencies, capacity, model scope and result checks are stated for the activated workflow.
SpinMem ↗CLI · MCP · HeadlessSelected product release manifestHost, dependencies, capacity, model scope and result checks are stated for the activated workflow.
SpinKernel ↗CLI · MCP · HeadlessSelected product release manifestHost, dependencies, capacity, model scope and result checks are stated for the activated workflow.
SpinSovereign ↗CLI · MCP · HeadlessSelected product release manifestHost, dependencies, capacity, model scope and result checks are stated for the activated workflow.
SpinProof ↗CLI · MCP · HeadlessSelected product release manifestHost, dependencies, capacity, model scope and result checks are stated for the activated workflow.
SpinCache ↗CLI · MCP · HeadlessSelected product release manifestHost, dependencies, capacity, model scope and result checks are stated for the activated workflow.
GARMO UCS ↗CLI · MCP · HeadlessSelected product release manifestHost, dependencies, capacity, model scope and result checks are stated for the activated workflow.
GarmoForge ↗CLI · MCP · HeadlessSelected product release manifestHost, dependencies, capacity, model scope and result checks are stated for the activated workflow.
UNISOLVE ↗CLI · MCP · HeadlessUNISOLVE 0.16.1 · source GFull suites: Mac ARM64/Python 3.14; existing Brev Linux ARM64/Python 3.10. 82 installed profiles exercised; broader environments separately qualified.
StateForge ↗CLI · MCP · HeadlessSelected product release manifestHost, dependencies, capacity, model scope and result checks are stated for the activated workflow.
KX MemoryForge ↗CLI · MCP · HeadlessSelected product release manifestHost, dependencies, capacity, model scope and result checks are stated for the activated workflow.
GridForge ↗CLI · MCP · HeadlessSelected product release manifestHost, dependencies, capacity, model scope and result checks are stated for the activated workflow.
AgentForge ↗CLI · MCP · HeadlessSelected product release manifestHost, dependencies, capacity, model scope and result checks are stated for the activated workflow.
LatForge ↗CLI · MCP · HeadlessUnchanged original Forge15 libraryPer-module source, tests and README; original benchmark identity remains separate from the successor solver suite.
modalg ↗CLI · MCP · HeadlessUnchanged original Forge15 libraryPer-module source, tests and README; original benchmark identity remains separate from the successor solver suite.
ANNForge ↗CLI · MCP · HeadlessUnchanged original Forge15 libraryPer-module source, tests and README; original benchmark identity remains separate from the successor solver suite.
sketchstream ↗CLI · MCP · HeadlessUnchanged original Forge15 libraryPer-module source, tests and README; original benchmark identity remains separate from the successor solver suite.
GraphForge ↗CLI · MCP · HeadlessUnchanged original Forge15 libraryPer-module source, tests and README; original benchmark identity remains separate from the successor solver suite.
SATForge ↗CLI · MCP · HeadlessUnchanged original Forge15 libraryPer-module source, tests and README; original benchmark identity remains separate from the successor solver suite.
bnb_certified ↗CLI · MCP · HeadlessUnchanged original Forge15 libraryPer-module source, tests and README; original benchmark identity remains separate from the successor solver suite.
ValueForge ↗CLI · MCP · HeadlessUnchanged original Forge15 libraryPer-module source, tests and README; original benchmark identity remains separate from the successor solver suite.
krylov_scale ↗CLI · MCP · HeadlessUnchanged original Forge15 libraryPer-module source, tests and README; original benchmark identity remains separate from the successor solver suite.
SpectralForge ↗CLI · MCP · HeadlessUnchanged original Forge15 libraryPer-module source, tests and README; original benchmark identity remains separate from the successor solver suite.
TomoForge ↗CLI · MCP · HeadlessUnchanged original Forge15 libraryPer-module source, tests and README; original benchmark identity remains separate from the successor solver suite.
sinkhorn_ot ↗CLI · MCP · HeadlessUnchanged original Forge15 libraryPer-module source, tests and README; original benchmark identity remains separate from the successor solver suite.
enkf_scale ↗CLI · MCP · HeadlessUnchanged original Forge15 libraryPer-module source, tests and README; original benchmark identity remains separate from the successor solver suite.
certmc ↗CLI · MCP · HeadlessUnchanged original Forge15 libraryPer-module source, tests and README; original benchmark identity remains separate from the successor solver suite.
certcount ↗CLI · MCP · HeadlessUnchanged original Forge15 libraryPer-module source, tests and README; original benchmark identity remains separate from the successor solver suite.
SpinForge Warp ↗Existing product · release-specific setupExisting product in spinforge_synthesis/README.mdRequest the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table.
AMDE + ALCHEMI ↗Existing product · release-specific setupExisting product in spinforge_synthesis/README.mdRequest the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table.
Neural Schedule ↗Existing product · release-specific setupExisting product in spinforge_synthesis/README.mdRequest the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table.
GARMO Scientist ↗Existing product · release-specific setupExisting product in spinforge_synthesis/README.mdRequest the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table.
Annealed Splatting ↗Existing product · release-specific setupExisting product in spinforge_synthesis/README.mdRequest the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table.
QC Bridge ↗Existing product · release-specific setupExisting product in spinforge_synthesis/README.mdRequest the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table.
Gödel Optimizer ↗Existing product · release-specific setupExisting product in spinforge_synthesis/README.mdRequest the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table.
Materials Factory ↗Existing product · release-specific setupExisting product in spinforge_synthesis/README.mdRequest the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table.
Embodied Optimizer ↗Existing product · release-specific setupExisting product in spinforge_synthesis/README.mdRequest the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table.
Token Factory ↗Existing product · release-specific setupExisting product in spinforge_synthesis/README.mdRequest the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table.
Recursive Engine ↗Existing product · release-specific setupExisting product in spinforge_synthesis/README.mdRequest the product release, interface setup and supported target environment. No new performance or device qualification is implied by the family table.
SpinForge Discovery Core ↗Existing product · release-specific setupExisting offering identified by the ownerApplication/engine scope and deployment are specified in the order. Computational output does not establish experimental or physical performance.
SpinForge Bio ↗Existing product · release-specific setupExisting offering identified by the ownerApplication/engine scope and deployment are specified in the order. Computational output does not establish experimental or physical performance.
SpinForge Bench ↗Existing product · release-specific setupSelected product release manifestHost, dependencies, capacity, model scope and result checks are stated for the activated workflow.
MaxSAT ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
CertCut ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
CP ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
Partition ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
VRP ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
SMT ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
Router ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
QBF ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
TSP ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
Presolve ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
Conic ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
CertOT ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
MINLP ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
CertBQP ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
certnum ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
MIP ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
Krylov ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
HOBO ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
Toroidal ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
Batch ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.
Unroute ↗CLI · MCP · HeadlessGarmo Solvers 1.0.2 · garmo / garmo-mcpEach selected module retains its model, dependency, certificate and hardware requirements. Comparative records are workload-specific.

Qualification is not inferred from another product’s tests. A software interface does not establish a hosted multiuser sandbox, physical-control permission or all-engine recovery equivalence.

YOUR NEXT MOVELET’S MAKE IT COUNT

Put it
to work.

One capability. A connected workflow.
A team to put it into practice.

patrick@garmolabs.com

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