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The Autonomous Loop

Self-evolving systems that continuously improve without intervention

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Research

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Discover

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Build

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Open Source

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Commercial

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Robotics & Gaming

Every product in this ecosystem emerged from this loop.

The Ecosystem

Every tool and product emerged from the autonomous loop

MIT License

Open Source Tools

Database tools and autonomous research systems. Free forever.

ARESA CLI

Live

Universal database CLI. Query Postgres, BigQuery, Snowflake, Databricks—from your terminal.

One tool, any database. Fast terminal queries with beautiful output. Built in Rust for speed. Interactive demo available in browser.

rustcli8 databasesterminal

AresaDB Studio

Beta

Multi-model database. Key-Value, Graph, Relational, Vector storage—one engine, Rust-powered.

High-performance database built for modern workloads. Sub-millisecond lookups, native vector embeddings for RAG, graph traversals, and SQL queries. Includes web Studio for exploration, benchmarks, and vector search playground.

rustmulti-modelvectorsrag

ARESA Lab

Live

Autonomous research platform. Self-improving AI that generates validated publications as byproducts.

Not a publication hub—the research engine itself. ARESA Lab is building scaffolding for scientifically controlled, empirically proven autonomous research. Papers on GeoAI, coordinate embeddings, and multi-agent systems are outputs of this self-improving system.

autonomous-researchpublicationsai-systems

Fire Safety Analytics

Live

Public safety dashboard. 930K+ fire dispatch records, temporal patterns, $225M false alarm impact analysis.

Interactive exploration of US fire department dispatch data. Analyze response times, false alarm costs, and seasonal patterns across jurisdictions. Built with real municipal data to inform policy decisions and resource allocation strategies.

analyticspublic-safetyvisualizationopen-data

Research-Backed

Commercial Products

AI-powered platforms validated by published research. Live and production-ready.

Cortex

Live

Medical intelligence platform. 18 live databases, AI synthesis, real-time queries across genomics, clinical, and research sources.

Query PubMed, FDA, ClinicalTrials.gov, UniProt, ClinVar, SNOMED CT, ICD-10, LOINC, and more—all from one interface. Intelligent routing selects relevant sources. Tiered LLM synthesis generates cited responses. No stale data, no local copies—everything is live.

18 databasesmedical-aireal-time

Try it live

Blaze Builder

Beta

Construction AI + lead generation. Spatial intelligence for fire risk—95.2% accuracy across 2.3M California addresses.

Built on three validated research publications: GeoAI Agentic Flow (spatial intelligence), Coordinate Embedding Framework (512-dimensional representations), and Multi-Agent Coordination (128 specialized agents). Turns environmental risk data into high-value construction leads.

spatial-aiconstructionlead-gen

Try it live