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RoamFora

An active travel OS project where I am building a full-stack product and developing an AI Travel Copilot step by step.

Product owner & full-stack developer · 2026 — present

  • Next.js
  • TypeScript
  • React
  • APIs
  • Cloud
  • Deployment

Roadmap: structured outputs → tool calling → RAG → evals/tracing

Source code is not publicly available.

Project image of RoamFora

Engineering decisions

  • Building a usable travel product while adding the AI layer incrementally and in a controlled way
  • Keeping the distinction between live product features and the future AI roadmap clear
  • Laying a foundation for structured outputs, tool calling, retrieval and observability
Read the technical details

RoamFora is my current larger project: a travel platform combining product development, full-stack engineering and cloud deployment. The current focus is on the product itself. The AI Travel Copilot is a development direction, built in phases with structured outputs, tool calling, RAG for travel documents and personal trip information, evaluations and tracing. These are roadmap items, not claims about functionality already available.

Features

  • An active full-stack travel OS project
  • AI Travel Copilot as the current development direction
  • A phased roadmap for structured outputs, tool calling, RAG and evaluation

Challenges

  • Building a usable travel product while adding the AI layer incrementally and in a controlled way
  • Keeping the distinction between live product features and the future AI roadmap clear
  • Laying a foundation for structured outputs, tool calling, retrieval and observability

Lessons learned

  • Breaking an AI product roadmap into testable steps
  • Why evaluations, tracing and monitoring are part of production-grade AI engineering
  • Combining full-stack product development with cloud and deployment decisions
RoamFora | ZaahirLabs