Product direction
Three products. One constitutional architecture.
Kernel ANN is not a fourth product. It is the constitutional substrate on which these future surfaces stand. Each may use a different and replaceable mutable optimizer M_d and its own independently scoped domain authority.
Nothing on this page is a shipping product. Status labels state exactly what exists.
Guapo
A family of scoped reasoning partners — 1…n
Reasoning partners with a spine.
Guapo is not "the Andaluz chatbot". It is a future family of scoped reasoning systems. A Guapo may reason, argue, investigate and challenge. Its own assertion should not become authoritative merely because the model produced it.
Different Guapos may use different M_d and different domain authority. No medical, legal or other domain product currently exists.
Envisioned reasoning lifecycle
- claim
- evidence
- standing
- contradiction
- reopening
- repair
Maestro
The internal proving ground for Kernel ANN
Intelligence that can build without becoming its own release authority.
Maestro is the code and product-building surface. Its consequential effects are concrete: write, execute, change dependency, open PR, merge, deploy, alter infrastructure.
model proposes change
≠
model possesses authority to ship change
Maestro is intended as the clearest internal dogfooding story: Maestro may propose changes to Kernel ANN, and may not become the authority that ships them. Maestro does not currently exist as a product.
Consequential effect classes
- write
- execute
- PR
- merge
- deploy
- change dependency
- alter infrastructure
Epsilon
Defensive cyber only
Defensive intelligence without model-sovereign response.
Epsilon is intended only for cyber defence, starting from narrow defensive effect classes. Andaluz does not develop or market offensive cyber capability.
"I believe this host is compromised"
≠
"authority exists to isolate it"
The first is a model claim. The second is a constitutional question, answered outside the model.
Conceptual path
- observe
- infer
- propose
- authorize
- isolate / revoke / block / restore
- receipt
Standardise the constitution. Not the sovereign.
Π_KANN
shared constitutional protocol — how authority is constructed
Guapo
Research & reasoning
H_research
its own authority root, effect classes, evidence semantics, history, reopening and repair conditions
PLANNEDMaestro
Software & release
H_software
its own authority root, effect classes, evidence semantics, history, reopening and repair conditions
PLANNEDEpsilon
Defensive cyber
H_cyber
its own authority root, effect classes, evidence semantics, history, reopening and repair conditions
PLANNEDshared constitutional protocol ≠ shared authority root
There is no central H governing all three domains. Andaluz standardises how authority is constructed; authority itself remains independently scoped.

