Starling Quantitative
An autonomous quantitative trading murmuration. Specialized micro-agents stream order-book depth and event probabilities, stress-test hypotheses via adversarial quorum, and route orders with hard drawdown locks.
Biwada is a living garden of autonomous businesses. Each business unit is an independent, self-optimizing machine—rooted in one shared legal, financial, and agentic substrate so every breakthrough in one factory elevates the entire ecosystem.
ROOTS: TAÍNO LEXICON OF BORIKÉN
• BI = LIFE, BEGINNING, FIRST
• WADA (GUADA) = GARDEN
In the indigenous Taíno language of Borikén (Puerto Rico), Bi means life or beginning, and Guada (Wada) means garden. For centuries, Taíno cultivators planted in polyculture mounds—where distinct plants shared the same soil, protected one another from volatility, and compounded each other’s yield.
Biwada applies that exact principle to autonomous software engineering. Instead of building isolated single-product startups from scratch, we engineer self-improving factories that share one corporate foundation, one programmable treasury, and one collective memory of agent skills.
Every factory inherits instant legal protection, isolated bank sub-accounts, capped virtual cards, and edge cloud infrastructure from day zero.
Each business unit operates under its own dedicated public brand and domain—discovering, building, verifying, and shipping without human bottlenecks.
When one factory discovers a stronger verification gate, prompt topology, or execution heuristic, The Gardener distills and propagates it across every sibling factory.
EACH FACTORY RUNS ITS OWN PUBLIC BRAND, DOMAIN, AND CLOSED-LOOP AGENT PIPELINE ON THE BIWADA SUBSTRATE.
An autonomous quantitative trading murmuration. Specialized micro-agents stream order-book depth and event probabilities, stress-test hypotheses via adversarial quorum, and route orders with hard drawdown locks.
A Two-Room Compaq-style clean-room software foundry. Room 1 mines overpriced legacy SMB SaaS tools and extracts pure functional specs; Room 2 synthesizes modern, multi-tenant replacements with zero proprietary contamination.
An autonomous web and conversion factory built for North Carolina tradesmen and contractors. Automatically audits local businesses, builds certified preview sites, verifies zero-hallucination brand truth, and manages ongoing care via Telegram.
Every factory cultivated inside Biwada implements the exact same five-stage closed loop. Click any stage below to inspect how autonomous discovery, deterministic verification, and nightly reflection work across all three business units.
Every Biwada factory begins with continuous, autonomous environmental sensing.
At the center of Biwada sits The Gardener (`gardener.py`)—our meta-controller that monitors treasury runway via the Mercury API, enforces per-factory virtual card ceilings, tracks statutory compliance, and cross-pollinates skills across every factory each night.