The Roboto Systems Blog
Practical articles on AI agents, Flutter, Kotlin Multiplatform, on-device AI, and building the next generation of apps. Written from production experience.
Building Production-Ready AI Apps with Flutter and Gemini
A practical guide to integrating Gemini API into Flutter apps — from architecture decisions to handling streaming responses.
On-Device LLMs: Running AI Locally on Android and iOS
Privacy-first AI is here. We look at Llama 3, MediaPipe LLM, and what it really takes to run language models on a mobile device.
Prompt Engineering for App Developers: A Practical Field Guide
Prompts are the new code. Here's what actually works when integrating LLMs into real apps — with patterns, anti-patterns, and tested examples.
Architecting AI Apps for Android, iOS and Web Simultaneously
How to design a shared AI layer that works cleanly across Flutter and Next.js without duplicating business logic or API calls.
AI Agents vs Chatbots: The Real Difference (And Why It Matters)
Most "AI assistants" in apps today are dressed-up chatbots. We explain the actual distinction, and when you need a real agent.
Kotlin Multiplatform in 2025: Is It Finally Ready for Production?
KMP has matured dramatically. We review the current state of shared UI with Compose Multiplatform, and where the rough edges still are.
RAG in Mobile Apps: Giving Your AI Agent a Long Memory
Retrieval-Augmented Generation lets your AI app answer questions from your own data. Here's how to implement it in a Flutter or Android app.
What Should an AI App Development Curriculum Look Like in 2025?
The skills needed to build AI apps have changed fundamentally. We lay out the curriculum The App School is built on — and why.
How to Build a Product Brand That Scales: Lessons from AI App Development
Building a brand system that works at scale requires upfront thinking about naming, identity, and growth. Here's what works — and what to avoid.
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