πŸš€ Building an MVP with AI: A Story

Audience: techies (devs, tech leads, architects) and involved partners (product, design, quality). This guide excludes external stakeholders and pre/post launch activities β€” it’s about how a small team learns, plans, and ships together while pairing with agentic AI.

🎭 Opening scene β€” meet the team and the new comer

Imagine a small cross-functional team: a couple of engineers, a tech lead (Dahshan), a product owner (Karema), and a designer (AbdulHamid - Abdu). They have an idea. They also have a new comer β€” an agentic AI we nickname (Shiko) β€” who can think, suggest code, write drafts, propose test scaffolds, and summarize docs.

This story is about how the team pairs with Shiko to amplify their work β€” not replace it. Human critical thinking, planning, leadership and process remain the drivers.

πŸ’« Our North Star: Pairing !Vibes, Assistance !Replacement

From day one we agree on a simple rule: AI helps us having widened vision and multiplied productivity β€” it must never make decisions alone.

  1. Shiko can propose ideas, that must be reviewed and approved by us,
  2. Each proposal by Shiko must be measurable, and must be well tested,
  3. Shiko will get hands dirty, but he must be aligned and on our train trail.

πŸ›Ί The Journey: From Idea to Working MVP

Every product starts as a spark β€” an idea. But turning that spark into something real, usable, and testable takes structure, discipline, and the right partners. In our case, that partner isn’t just our team, but also the new comer; Shiko.

🌱 Product Planning & Architecting β€” the map before the trip

We slow down to think, map, and question. Here, we sketch blueprints, draft journeys, and define what needs to exist. This is where clarity is built, for us now and for others later.

πŸ“½οΈΒ Story moment: Karema and Abdu sit together, sketching the product on a whiteboard. They convert the scribbles into feature md files in docs/features β€” small, focused docs that are easy to read which contains: (Shiko can contribute here)

  1. Feature summary: one paragraph direct to a point
  2. Personas and roles: β€œwho”? β€œwhat” can who do?
  3. Journey explanation: β€œhow” can who do stuff?