Case Study - Prompt to Production - AI for Software Teams
Two-day workshop for Kontentino's dev team. They learned to ship faster with AI tools. Working prototypes proved the results.
- Client
- Kontentino
- Year
- Service
- Workshop, Developer Training

Overview
We delivered a two-day Prompt-to-Production workshop. It embedded AI-assisted development at Kontentino. The team shifted from manual coding to a developer-as-architect approach. We used prompt-first workflows.
Sessions covered effective prompting and the edit-test loop. We enabled tools like Cursor and GitHub Copilot. Teams created prototypes in two sprints and demoed results.
The challenge
The dev team hadn't used AI tools daily. They were curious but needed a starting point.
What we did
- Workshop Design
- Hackathon
- AI Playbook
- Developer Training
- Intensive program
- 2 days
- For daily use
- Playbook
- Deployed in session
- Prototypes