2024–Present
Rapid Prototyping
Agent Development
CursorClaude Codev0Multi-AgentVoice AI
Overview
Extensive work with modern AI coding tools to ship functional systems rapidly. Projects range from real-time multi-agent simulations to production voice agents and automation tools.
Challenges
- Balancing speed with code quality in rapid iteration
- Coordinating multiple AI coding agents effectively
- Building real-time systems with complex state management
- Integrating voice/multimodal capabilities reliably
Approach
- Front-loaded architecture and domain translation before coding
- Leveraged Claude Code for complex refactoring tasks
- Used v0 for rapid UI prototyping and iteration
- Built custom MCP servers for tool integration
MCP Server for Agent Tooling
typescript
// Custom MCP server for agent workspace tools
import { Server } from "@modelcontextprotocol/sdk/server"
const server = new Server({
name: "workspace-tools",
version: "1.0.0"
})
server.setRequestHandler("tools/list", async () => ({
tools: [
{
name: "read_file",
description: "Read contents of a file in the workspace",
inputSchema: {
type: "object",
properties: {
path: { type: "string", description: "File path" }
},
required: ["path"]
}
},
{
name: "search_codebase",
description: "Search for patterns across the codebase",
inputSchema: {
type: "object",
properties: {
query: { type: "string" },
fileTypes: { type: "array", items: { type: "string" } }
},
required: ["query"]
}
}
]
}))Tech Stack
CursorClaude CodeCodexv0LiveKitVercel AI SDK
Outcomes
- Shipped 20+ functional prototypes in 2024-2025
- Built real-time 3D multi-agent combat simulator
- Deployed production voice agents with sub-second latency