Labs · Projects

What we are building.

Active projects across our research streams. Some are early experiments. Some are approaching product readiness. All are building toward something real.

SocioFi Labs

NEXUS ARIA — Multi-agent operations platform

An orchestration layer for AI agents that handles tool use, retries, memory, and observability without requiring custom infrastructure per deployment. Currently in closed beta.

Multi-agentOrchestrationTypeScriptObservability

SocioFi Labs

DevBridge OS — AI-native code review

Open-source AI code review that integrates with existing PR workflows. Focuses on architectural issues and security patterns rather than style — the things linters miss.

Code ReviewAIGitHub ActionsOpen Source

SocioFi Labs

FabricxAI Agent System — Design-to-code pipeline

The agent architecture powering FabricxAI — a multi-step pipeline that converts Figma designs into production-ready React components with iterative refinement and human review hooks.

AgentsFigma APICode GenerationReact

SocioFi Labs

ContextRouter — Semantic context routing for RAG

A lightweight library that routes queries to the most relevant context sources in multi-source RAG systems. Reduces hallucination by 40% in our internal benchmarks versus naive retrieval.

RAGSemantic SearchPythonOpen Source

SocioFi Labs

PatchSentry — Automated dependency security monitoring

The internal tool behind our Services security patching workflow. Monitors CVE feeds, scores patch urgency, and generates staged deployment plans. Being open-sourced in Q2 2026.

SecurityCVE MonitoringNode.jsAutomation

SocioFi Labs

DocIntel — Structured extraction from documents

Extract structured data from PDFs, contracts, and forms with high accuracy. Handles scanned documents, multi-page layouts, and complex table structures. Used internally for client automations.

Document AIExtractionPythonApplied AI