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BUILDABILITY.

Manifesto

Buildable · framework v1.1.0 · NXLV

Founder's note No. 01 — A letter on the first twelve →

SaaS sold the appearance of complexity. AI exposed the workflow underneath.

We measure three layers — what the surface costs to reproduce, what survives reproduction, and how cleanly the rebuild lands in Lovable specifically.

Three scores. One verdict.

Buildability Index — how commodity the visible tech stack looks (tool-agnostic). Moat Density — what survives reproduction. Lovability Fit — how cleanly the rebuild lands in Lovable's native primitives on the first prompt.

A high Buildability Index does not imply a replaceable company. Surface is buildable. Moats are earned. Translation is the new strategic act.

We do not imitate. We decompose, score, and publish.

Every seed prompt is open-source. Every report declares its framework version. Scores are comparable only within the same major version.

Read software before you assume you need to buy it.

v1.1.0 — Calibration

Buildability Index and Moat Density: uniform weights. Empirical recalibration ships in v1.2.0.

Lovability Fit: weights calibrated from operator elicitation across corporate hackathons and production builds. native_component_fit 25 · iteration_cost_seed_to_prod 20 · prompt_one_shot_efficiency 15 · supabase_integration_depth 15 · routing_state_auth_alignment 15 · edge_case_profile 10.

Recalibration unlocks at 50 logged build observations.

Buildable is the first auditable methodology published by NXLV — a research and standards organization at the intersection of enterprise AI adoption and AI-native software.

Authored by Lucio Amorim. Founder, NXLV. Lovable Ambassador, Brazil.

Not an official Lovable product.