Studio & Applied AI Lab

We engineer deterministic instruments for the post-probabilistic era.

Membran is an independent software atelier and applied AI lab based in Jakarta. We craft high-agency software where mathematical certainty and relational data integrity are non-negotiable.

[01] Selected Work 2026 Release

Maniy

Live Production v2

Executive Cockpit and AI Financial Reasoning Agent. Eliminating the bank balance illusion through strict liquidity partitioning between daily Spendable runway and Locked commitments.

CORE PARTITION ENGINE EDGE CALCULATION: 12ms
Spendable Runway
Rp 8.450.000
Daily safe-to-spend cash
Locked Reserves
Rp 32.500.000
Protected commitments & goals
Consolidated Net Worth
Rp 40.950.000
Single source of truth
STACK: SVELTE 5 . CLOUDFLARE EDGE . DRIZZLE . POSTGRES 16 URL: MANIY.MEMBRAN.APP
[02] Atelier & Leadership Founder Dossier
Studio Ethos

High-agency systems engineered without intermediary bloat.

Membran operates as an independent software studio. We do not maintain layers of account managers, slide decks, or speculative roadmaps. Every line of architecture, database query, and user interface is crafted directly by senior engineering hands.

We tackle one hard domain at a time: taking a foundational thesis from first principles to production deployment on global edge infrastructure.

OPERATING MODEL: INDEPENDENT LAB & BOOTSTRAPPED ATELIER

Lutfi Zain

Founder & Systems Architect
LZ

Systems architect and software engineer building at the convergence of distributed edge runtimes, deterministic financial accounting, and evaluated AI reasoning systems.

LOCATION Tangerang / Jakarta, Indonesia
TIME ZONE UTC+07 (WIB)
FOCUS Account Intelligence & Edge Systems
[03] Principles & Foundations Engineering Thesis
01 / MATH INTEGRITY

Zero-Hallucination Accounting

Large language models are forbidden from guessing numbers. All balances, planned allocations, and currency conversions are resolved by verified ACID relational queries on PostgreSQL 16 and D1 edge engines.

CORE: DETERMINISTIC QUERY ENGINE
02 / OBSERVABILITY

Open Distributed Tracing

We reject black-box AI behavior. Every specialized tool call, span latency, and token deduction is streamed live to Arize Phoenix using standardized OpenTelemetry protocols.

SUITE: PHOENIX.MEMBRAN.APP
03 / EDGE RUNTIME

Sub-100ms Global Latency

Interfaces are compiled with Svelte 5 and served directly from Cloudflare global edge points. Zero bloated client-side JavaScript, sub-second time-to-first-token.

RUNTIME: CLOUDFLARE PAGES & WORKERS