Architecting Agentic Workflows &
Generative Interfaces.
WHERE DETERMINISTIC DESIGN SYSTEMS MEET NON-DETERMINISTIC ARTIFICIAL INTELLIGENCE.
Where deterministic design systems meet non-deterministic artificial intelligence. Engineering autonomous multi-agent pipelines, prompt-to-component design compilers, and low-latency interaction paradigms for enterprise platforms.
Autonomous AI Pipeline Blueprint
LIVE BIDIRECTIONAL MODEL CONTEXT PROTOCOL & COMPILER ARCHITECTURE.
The Engineering Loop
END-TO-END SPECIFICATION LIFECYCLE FROM FIGMA MCP TO PRODUCTION CODE.
Figma MCP Variables
Direct bidirectional integration with Figma Variables collections. Design primitives, typography modes, and spacing scales are read programmatically.
Multi-Agent DAG Squad
Eleven domain-specialized agents orchestrated across a directed acyclic graph to concurrently draft markup, calculate styling, and audit accessibility.
Deterministic Compiler
Components are compiled directly to production HTML, CSS custom properties, and typed React components with 100% adherence to design tokens.
Automated QA Gate & Ship
Autonomous headless browser validation scans color contrast, responsive states, and performance before triggering zero-downtime edge deployment.
AI Studio CLI Console
INTERACTIVE AGENTIC WORKSPACE RUNNER & LIVE DIAGNOSTIC CONSOLE.
Workflow Velocity Benchmark
MEASURABLE EFFICIENCY DELTAS COMPARING TRADITIONAL & AGENTIC WORKFLOWS.
Production AI Case Studies
DEEP-DIVE ARCHITECTURAL SPECIFICATIONS & PRODUCTION IMPLEMENTATIONS.
Vivid AI — Generative Video Engine
2024
Automize — Multi-Agent Orchestrator
2024
MindPath — Diagnostic Clinical AI
2025
Swift Financial — Predictive AI Risk Engine
2025Agentic Architecture & Research
EXPLORING AUTONOMOUS PATTERNS, PROMPT COMPILERS, AND TOKEN GOVERNANCE.
Bidirectional Figma MCP Protocol
Engineering real-time Model Context Protocol (MCP) integrations connecting Figma design tokens, components, and layout hierarchies directly to live frontend code repositories with zero manual redlining.
Autonomous Multi-Agent DAG Orchestration
Constructing directed acyclic graphs (DAGs) for automated UX quality control, accessibility verification, and cross-platform component validation powered by Claude 3.7 & GPT-4o reasoning loops.
Latent UI Interaction Paradigms
Designing streaming interfaces that gracefully handle non-deterministic generative outputs. Implementing optimistic skeleton states, progressive diffusion reveals, and tactile confidence indicators.
System Prompt Engineering & Safety Guards
Developing deterministic JSON-schema constrained generation, constitutional guardrails, and automated regression testing pipelines that protect production enterprise systems from hallucinations.
AI Tooling & Ecosystem
CORE PROTOCOLS, MULTI-MODAL REASONING ENGINES, AND LOCAL RUNTIMES.