Blog

Machine-Learning

3 posts tagged machine-learning — the same founder-tested patterns, filtered.

Building RAG Applications in Rails 7.1+ with pgvector: Complete Guide

Building RAG Applications in Rails 7.1+ with pgvector: Complete Guide

Build RAG applications in Rails with pgvector: Add semantic search, AI-powered Q&A to your startup. Complete tutorial for Ruby developers building AI features ✓
Cost Optimization for LLM Applications: Managing Token Budgets and Scaling Efficiently

Cost Optimization for LLM Applications: Managing Token Budgets and Scaling Efficiently

Learn proven strategies to reduce LLM costs substantially through token management, caching optimization, prompt engineering, and smart model selection. Practical examples with cost tracking included.
Placeholder Image

Complete Guide to Ruby on Rails AI Integration 2025

Master Ruby on Rails AI integration with OpenAI, Anthropic, and LangChain in 2025. Production patterns, security best practices, and 50+ working code examples.

Reading this because something is going wrong?

A free code audit gives you a written assessment of your codebase in plain English.

Get a Free Code Audit

Rated 4.8/5 on Clutch · you keep the write-up either way