Blog Archive
The Clean Code Handbook for AI Developers: Writing Maintainable LLM Apps
Learn how to apply the principles of clean code to your AI and large language model (LLM) applications. Write code that is not only functional but also readable, maintainable, and scalable.
On-Device AI: How to Use TensorFlow Lite for Image Classification in Flutter
Learn how to build a Flutter application that performs real-time image classification on-device using TensorFlow Lite. No internet connection required!
Beyond Code-First: Mastering Spec-Driven Development with SpecKit
An introduction to Spec-Driven Development and the Spec Kit toolkit.
Supercharge Your Data Workflows: An Introduction to GPU-Acceleration with RAPIDS
Learn how to accelerate your data science and machine learning workflows by orders of magnitude using RAPIDS, an open-source suite of GPU-accelerated Python libraries.
Astro + Gemini 3: Building the First Self-Updating and Self-Correcting Blog
How to use Astro.js and Gemini 3 to create a blog that automatically finds content gaps and generates new posts in a self-sustaining cycle.
Designing a Production-Ready RAG System with Flutter, Dart, Chroma, and dartantic_ai
Learn how to build a highly intelligent Retrieval-Augmented Generation (RAG) application in Flutter using Dart, the Gemini API, and a vector database for semantic search.
llms.txt: A Better Way to Make Your API Docs AI-Friendly
How the llms.txt standard is revolutionizing API documentation for AI agents like Gemini 3 and simplifying developer workflows.
RustFS MCP Server: High-Performance S3 Storage for AI Agents
Discover RustFS MCP Server, a high-performance tool providing AI/LLM assistants with standardized, secure access to S3-compatible object storage operations.
Mastering Agent Skills with adk-skill in Rust
Learn how to parse, index, match, and inject AgentSkills dynamically into your ADK-Rust applications using the adk-skill crate.
A Deep Dive into LangChain Expression Language (LCEL)
Learn how to construct complex AI pipelines effortlessly using the declarative power of LangChain Expression Language (LCEL).
Exploring adk-server: HTTP Infrastructure for Rust AI Agents
A deep dive into adk-server, the HTTP infrastructure and A2A protocol component for the Rust Agent Development Kit (ADK-Rust).
The Art of the Prompt: How to A/B Test Your Prompts in a Live Application
Discover how to systematically improve your LLM applications by implementing A/B testing for prompts in a live environment.