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.

PLANNED

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

  1. claim
  2. evidence
  3. standing
  4. contradiction
  5. reopening
  6. repair
PLANNED / INTERNAL PROVING GROUND

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

  1. write
  2. execute
  3. PR
  4. merge
  5. deploy
  • change dependency
  • alter infrastructure
PLANNED — DEFENSIVE CYBER ONLY

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

  1. observe
  2. infer
  3. propose
  4. authorize
  5. isolate / revoke / block / restore
  6. 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

PLANNED

Maestro

Software & release

H_software

its own authority root, effect classes, evidence semantics, history, reopening and repair conditions

PLANNED

Epsilon

Defensive cyber

H_cyber

its own authority root, effect classes, evidence semantics, history, reopening and repair conditions

PLANNED

shared 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.