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Mikul Gohil

Spec-driven AI Delivery Engineer

Claude Workflow · AI Kit CLI · 2 MCP Servers · 18+ Years Engineering Depth

Summary

Designs the frameworks, CLIs, and MCP servers that let AI agents ship enterprise software reliably across the full SDLC.

Published the Claude Workflow Framework (8-phase spec-driven SDLC method, 6 reusable templates), AI Kit CLI (48 reusable agent skills, 16 agents on NPM with auto stack-detection), Morph (multi-agent web cloner across Cursor, Codex, and Claude Code + 10 more agents), and 2 MCP servers for enterprise tool integration. 18+ years engineering depth across enterprise frontend (Emirates NBD, DP World), Azure-based platforms, and financial-services compliance. Trains developer teams on AI-orchestrated delivery via claude-slide.mikul.me.

May 2026

Leading a Dubai community AI training event sponsored by Vercel, Anthropic (Claude), and Horizontal Digital — currently in final planning.

Core Competencies

Spec-Driven DevelopmentAI-Orchestrated SDLCFramework Specification EngineeringMulti-Agent Delivery PatternsMCP Server DevelopmentToken Cost OptimisationValidation Harnesses & Quality GatesDeveloper Enablement
Cursor / Codex / Claude CodeAzure & Bicep Delivery Pipelines

Experience

AI

AI Systems Engineer & Framework Specification Lead

NowOct 2024 – Present

Independent · Dubai, UAE

01

Claude Workflow Framework

Built and published an 8-phase spec-driven SDLC method (Session Init → Discovery → Requirements → Planning → Implementation → Testing → Documentation → Review) with 6 reusable templates — ADR, LESSONS_LEARNED, TESTING_STRATEGY, COMPONENT_DOC, PROJECT_OVERVIEW, MANUAL_TEST_CHECKLIST. Core principle: AI never commits code.

02

AI Kit CLI · @mikulgohil/ai-kit

Auto-detects tech stack and generates machine-consumable specifications (CLAUDE.md, cursor rules, agents, skills, hooks). 48+ pre-built skills, 16 specialized agents. Setup time: 5-10 min manual → <30 sec.

03

Morph — Multi-Agent Website Cloner

Agent-agnostic website-to-Next.js cloner that runs identically across Cursor, Codex, Claude Code, Copilot, Windsurf, Gemini CLI, Cline, Roo Code, Continue, Amazon Q, Augment, and Aider (13+ agents). Design-token extraction, parallel asset pipeline, animation/interaction detection, Lighthouse + axe-core audits.

04

2 NPM MCP Servers

Published @mikulgohil/sitecore-mcp (Sitecore XM Cloud CRUD) and @mikulgohil/figma-mcp-server (Figma design extraction) — enabling AI agents to interact with enterprise CMS and design tools directly.

05

Multi-Agent Research Orchestrator

LangGraph + Claude API with specialized workers (researcher / analyst / writer), approval gates, structured state handoffs, and circular delegation prevention — exemplar of parallel execution patterns.

06

LLM Observability Infrastructure

Session tracing, prompt versioning, token cost attribution per feature/team, anomaly detection on cost / latency / error rate. Built on LangFuse + Grafana.

07

Figma-to-Code CLI

4-gate validation pipeline (spec → code → visual → Sitecore) and 220+ automated tests — reduced component creation from 5-10 hours to under 5 minutes (50-100× speedup).

08

AI Training Curriculum

Structured AI training for developer teams on Claude Code, Cursor, and Codex adoption — 59-slide, 3-act curriculum (Awakening → Mastery → Transformation) with 6 hands-on exercises.

TechAnthropic ClaudeOpenAI GPT-4oLangGraphLangFuseZodTypeScriptNode.jsPlaywrightPythonRedisPostgreSQLCursorCodexClaude Code
HD

Senior Frontend Engineer & AI-Orchestrated Delivery Lead

NowMar 2021 – Present

Horizontal Digital · Dubai, UAE

DP World — Global PlatformMar 2025 – Dec 2025
  • Led AI-orchestrated delivery on DP World's next-generation global platform (Sitecore XM Cloud + Next.js 15) — designed reusable Claude Code skills, prompt patterns, and validation gates that reduced development effort by ~50% across a team of 6 (3 frontend + 3 backend).
  • Built 60+ reusable components powering 50+ markets and multiple languages including Arabic (RTL), achieving ~95 Lighthouse score on mobile.
  • Architected multi-market, multi-theme system with full Sitecore Page Editor compatibility on Azure + Vercel infrastructure (ISR, edge caching).
DIFC — Website RedesignMar 2023 – Mar 2024
  • Led comprehensive redesign of Dubai International Financial Centre's flagship website (Next.js + Sitecore XM Cloud JSS) — 50% improvement in initial page load times via SSR + static generation.
  • Developed 100+ component library with Storybook — 35% reduction in feature development time.
SeaWorld Abu DhabiMar 2022 – Mar 2023
  • Spearheaded frontend in monorepo architecture powering multiple Yas Island theme park digital properties — 40% reduction in code duplication, 30% mobile load improvement.
EN

Lead Frontend Developer

Feb 2019 – Mar 2022

Emirates NBD · Dubai, UAE

  • Led complete redesign and development of Emirates NBD Group website on Azure400K monthly unique visitors, 3M+ pageviews/month, serving 5 countries across GCC.
  • Managed team of 4 frontend developers; full ownership of architecture, sprint planning, code reviews, and Agile/Scrum ceremonies.
  • Coordinated with compliance, security, and legal teams to meet financial services regulatory requirements across all 5 markets — zero regulatory incidents over 3 years.
  • Architected Sitecore CMS integration for multi-market, multi-language content delivery on a high-traffic platform under strict regulatory constraints.
TechSitecoreReact.jsTypeScriptAzureGraphQLResponsive Design
HB

Lead Frontend Developer

Oct 2015 – Feb 2019

HootBoard · Remote

  • Led frontend direction for SaaS product (AngularJS); architected web application structure and API integration patterns.
  • Established development processes, coding standards, and team workflows; stakeholder communications and sprint planning.
HD

Senior Frontend Developer

Apr 2014 – Sep 2015

Horizontal Digital · Vadodara, India

  • Website development for enterprise clients on Sitecore CMS; mobile-specific and interactive web solutions for large-scale projects.
IN

Frontend Developer / Web Producer

2007 – 2014

Earlier Roles — LBi (Digitas), Investis (IDX), RadixWeb, DIGICORP, 4colordesign

  • Foundation in frontend, accessibility (WCAG), responsive design, and CMS integration across enterprise clients (BT, financial services, corporate websites).

Featured Projects

CW

Claude Workflow Framework

2025Spec-Driven SDLCOpen Source

An 8-phase spec-driven SDLC framework that AI agents (Claude, GPT, Cursor, Codex) follow on every project. Ships 6 reusable templates. Core governance principle: AI never commits code — humans control git.

Claude CodePerplexity MCPPlaywright MCPFigma MCPContext7
AK

AI Kit CLI

2025NPM PublishedReusable Agent Specs

CLI that auto-detects tech stack (Next.js, Sitecore, Tailwind, TypeScript, etc.) and generates machine-consumable AI configuration: CLAUDE.md, cursor rules, agents, skills, hooks. 48+ pre-built skills, 16 specialized agents. Solves the "first 30 minutes" problem.

TypeScriptNode.js@mikulgohil/ai-kit
MO

Morph — Multi-Agent Website Cloner

2025v2 Launching May 202613+ Agent Compatibility

Agent-agnostic tool that clones any website into clean Next.js + Tailwind code, running identically across Cursor, Codex, Claude Code + 10 more agents. v2 (May 2026) is a ground-up rewrite that runs Playwright as the backend extraction engine — capturing fully-rendered DOM after JS execution rather than parsing static HTML.

Next.js 16React 19Tailwind v4TypeScript strictPlaywrightZod
MC

MCP Servers — Sitecore + Figma

20252 NPM PackagesCustom Agent Tooling

Two published MCP protocol implementations. @mikulgohil/sitecore-mcp: Sitecore XM Cloud CRUD — agents create components, scaffold templates, generate serialized YML items without leaving the IDE. @mikulgohil/figma-mcp-server: Figma design-token extraction.

TypeScriptMCP SDKZod
MR

Multi-Agent Research Orchestrator

2025Parallel ExecutionPrivate

LangGraph orchestrator-worker pattern: a lead agent decomposes research into a directed plan, then delegates parallel work to specialised workers (researcher / analyst / writer). Three patterns make it production-safe: approval gates, typed Zod state handoffs, and circular delegation prevention via dependency graph + per-task TTL.

LangGraphClaude APINode.jsRedisPostgreSQLZod
LO

LLM Observability Infrastructure

2025Token Cost OptimisationPrivate

LangFuse + Grafana stack capturing every LLM call as a structured trace, queryable across time, feature, prompt version, and model. Unlocks session tracing, prompt versioning (A/B as SQL), cost attribution per feature/team, and anomaly detection on cost-per-completed-task.

LangFuseTypeScriptOpenAI + Anthropic SDKsPostgreSQLGrafana
AT

AI Training: Mastering AI-Assisted Development

2025-PresentDeveloper EnablementCommunity Events

Ongoing series of Claude-focused workshops. 2.5-3 hour curriculum across three acts (Awakening → Mastery → Transformation) with 6 hands-on exercises where attendees build real things during the session. Next session: Dubai community event in May 2026, sponsored by Vercel, Anthropic (Claude), and Horizontal Digital — currently in final planning.

Claude CodeMCPAgentsHooksPrompt Engineering
FG

Figma-to-Code CLI

20254-Gate Validation220+ TestsPre-Official-MCP

Production pipeline with 4-gate human review system (spec → code → visual → Sitecore serialization) and 220+ automated tests — reducing component creation from 5-10 hours to under 5 minutes (50-100× speedup). Built before Figma released its official MCP server.

Claude APIPlaywrightZodSitecore YMLTypeScript strictVitest