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.