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Experimental Research & Prototypes

AI Agent & Systems Lab

A technical sandbox for exploring multi-agent coordination, autonomous tool calling, deterministic JSON guarantees, and high-velocity workflow automation.

Interactive Architecture Sandbox

AI Agent Lab

Simulated multi-agent orchestration architecture. Click any agent node in the swarm to inspect its execution boundaries, active tool access, and live cognitive trace.

Explore full AI Lab experiments
SWARM_TOPOLOGYMulti-Agent Flow
Tools & Infrastructure Layer
REST APIs•Vector DB•Web Browser

Supervisor Agent

Role: Orchestration & Planning
Core Controller

Coordinates incoming tasks, decomposes complex objectives, and delegates subtasks to specialist agents.

Acts as the central cognitive router. Evaluates intent, verifies prerequisite outputs, schedules parallel agent branches, and synthesizes final deliverables.

Permitted Tool Capabilities
⚙ Task Planner⚙ Agent Router⚙ Verification Validator⚙ Context Memory
Active Benchmark Objective:

"Analyze incoming customer complaint → Categorize severity → Delegate refund policy check & drafting response"

Agent Execution Trace (Live Stream)
swarm_runtime.sh
zsh :: worker_01
Lab Index

Active & Exploratory Prototypes

EXP_01Active Prototype

AI Business Assistant

Focus: Context Grounding & RAG

An agentic system capable of parsing unstructured enterprise files and answering domain-specific queries with exact source line citations.

Vector EmbeddingsZodNext.jsOpenAI / Claude API
EXP_02In Development

Multi-Agent Workflow Lab

Focus: Supervisor & Worker Pattern

Simulating a software engineering team where a Supervisor decomposes feature specs into task tickets and delegates to research, coding, and QA agents.

State MachinesTool CallingTypeScriptLangGraph Concept
EXP_03Concept Exploration

AI Website & A11y Auditor

Focus: BFSG & WCAG Compliance

Automated analysis tool that scans live DOM nodes, evaluates semantic HTML hierarchy, color contrast ratios, and ARIA labels using LLM vision + AST checks.

Accessibility TreeChrome DevToolsVision ModelsAudit Reporting
EXP_04Prototype

Intelligent Content & Product Synthesizer

Focus: E-Commerce Enrichment

Automatically generates localized, SEO-optimized product specifications, bullet points, and marketing copy from raw manufacturer data sheets.

Shopware APIStructured JSONBatch InferencePrompt Ops
EXP_05In Development

AI Automation System

Focus: API Event Routing

Serverless webhook listener that catches customer emails or tickets, classifies intent using lightweight models, and triggers corresponding ERP updates.

WebhooksEdge FunctionsIntent RoutingERP Sync