AI Agent Developer & Full-Stack Engineer
Building Digital FTEs and Intelligent Automation Systems
I specialize in building AI-powered automation systems and Digital Full-Time Equivalents (FTEs) using spec-driven development. My work focuses on creating intelligent agents that handle complex workflows autonomously while maintaining enterprise-grade reliability.
Core Expertise:
- π€ AI Agent Development β Building autonomous systems with OpenAI Agents SDK, MCP, and RAG architectures
- π Spec-Driven Development β Using Claude Code and Agent Factory patterns for predictable, scalable solutions
- β‘ Full-Stack AI Applications β End-to-end development with Next.js, FastAPI, and serverless databases
- π Digital FTE Solutions β Creating 24/7 autonomous workflows that replace manual processes
Living in the future β Learning and building tools to make agentic engineering faster for everyone.
- Building Digital FTEs using Spec-Driven Development and Agent Skills
- Implementing Cloud-native AI deployments with Kubernetes and Dapr
- Developing RAG chatbots with MCP integration for enterprise applications
- Exploring Physical AI and humanoid robotics simulation
- Spec-Driven AI Development β Writing specifications first, AI generates implementation
- Digital FTE Factory β Creating reusable Agent Skills and SubAgents across multiple projects
- Cloud-Native AI β Kubernetes deployments, event-driven architectures with Kafka/Dapr
- Rapid Prototyping β Full applications in days using agentic development stack
- Digital FTE Development β AI employees for specific business processes
- AI Agent Solutions β Custom agents for automation, support, or data processing
- Full-Stack AI Applications β End-to-end AI-powered web apps
- RAG & MCP Implementations β Conversational AI with proprietary data access
- Spec-Driven Consulting β Helping teams adopt AI-native development workflows
- πΌ LinkedIn: muhammadwaheedairi
- π¦ Twitter/X: @mwaheedairi
- π§΅ Threads: @muhammadwaheedairi
- π§ Email: muhammadwaheedairi@gmail.com
"Ship beats perfect" β Building tools to solve real problems, then sharing them with the community.
Building the future of work where humans manage outcomes and AI agents handle execution.


