Blog Archive
The Missing Piece: How to Monitor and Log Your LLM Apps for Cost and Performance
Building an LLM app is only the first step. Learn how to track tokens, costs, and response quality to ensure your application stays efficient and reliable.
Prompt Engineering 101: How to Talk to LLMs and Get the Code You Want
Master the art of prompt engineering to improve your AI-assisted coding workflow. Learn practical techniques to get better code, faster.
The 2026 Guide to Vector Databases: Choosing the Right One for Your AI App
A comprehensive guide to choosing the right vector database in 2026, comparing top options like Pinecone, Weaviate, Milvus, and pgvector.
Beyond Basic RAG: Exploring Advanced Retrieval Techniques for AI Devs
Dive into advanced Retrieval-Augmented Generation techniques like query expansion, re-ranking, and hybrid search.
Building a Semantic Search Engine for Your Codebase in Under an Hour
Learn how to build a semantic search engine for your codebase using Python, embeddings, and a vector database in under 60 minutes.
From Notebook to Production: A Developer's First Look at MLOps for AI
Learn the fundamentals of MLOps for AI applications, moving from Jupyter Notebooks to robust, production-ready deployments.
Generate Dart/Flutter REST API Clients from OpenAPI with Gemini CLI
Learn how to use Gemini CLI to automatically generate robust Dart/Flutter HTTP clients from your OpenAPI specifications.
From Idea to App: Using AI to Generate Flutter UI Code
Discover how to leverage AI tools to rapidly prototype and generate Flutter UI code from simple text descriptions or wireframes.
What Are Embeddings? The Secret to AI's Long-Term Memory Explained
Discover how embeddings work, how they bridge the gap between human language and machine understanding, and how they power long-term memory in AI.
Build an AI-Powered Code Documentation Bot with the Gemini API
A hands-on tutorial showing how to use the Gemini API and Python to automate the tedious task of writing code documentation.
AI Security for Devs: How to Prevent Prompt Injection in Your Applications
Learn what prompt injection is, why it's a critical security vulnerability for LLM applications, and practical techniques developers can use to defend against it.
How to Create a GitHub Issue Summarizer with Python and OpenAI
Feeling overwhelmed by long GitHub issue threads? Learn how to build a Python tool to summarize them automatically using the OpenAI API.