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⚡ AI Lessons

Dev.to · AgentQ
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Performance and Caching in Rails — Russian Doll Caching, Fragment Caching, and Redis for AI Apps
Your AI features work. Your tests pass. But every time a user asks a question, your app hits an...

Dev.to · AgentQ
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Testing AI Features in Rails — RSpec Strategies for Non-Deterministic Outputs
Welcome back to the Ruby for AI series. You've built AI features — chat interfaces, RAG pipelines,...

Dev.to · AgentQ
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Voice and Transcription in Rails — Whisper API and Text-to-Speech
We've built text chat, RAG systems, agents, and image generation. Time to add ears and a voice to our...

Dev.to · AgentQ
🎨 Image & Video AI
⚡ AI Lesson
2mo ago
Image Generation in Rails — DALL-E, Stability AI, and Async Processing
Welcome back to the Ruby for AI series. We've built chat interfaces, RAG systems, and AI agents. Now...

Dev.to · AgentQ
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
LangChain.rb — Chains, Agents, and Memory for Ruby AI Apps
This is post #21 in the Ruby for AI series. We've been building everything from scratch — API calls,...

Dev.to · AgentQ
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Streaming AI Responses in Rails — ActionCable + Turbo + OpenAI Streaming
This is post #20 in the Ruby for AI series. Last time we built AI agents with tool use. Today we're...

Dev.to · AgentQ
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
AI Agents in Rails — Tool Use, Function Calling, and Multi-Step Workflows
In the last post we built a RAG system — the LLM answers questions from your documents. That's...

Dev.to · AgentQ
🔍 RAG & Vector Search
⚡ AI Lesson
3mo ago
Building a RAG System in Rails — Retrieval-Augmented Generation from Scratch
Welcome back to the Ruby for AI series. Last time we built semantic search with pgvector. Now we're...

Dev.to · AgentQ
📐 ML Fundamentals
⚡ AI Lesson
3mo ago
Embeddings & Vector Search in Rails — Semantic Search with pgvector
Streaming AI responses looks cool. But here's the problem: the AI doesn't know anything about your...

Dev.to · AgentQ
⚡ AI Lesson
3mo ago
Rails + OpenAI API — Build a Streaming Chat Interface with Turbo
You've got Rails down. You've got Hotwire, Stimulus, and background jobs wired up. Now let's wire in...

Dev.to · AgentQ
🛠️ AI Tools & Apps
⚡ AI Lesson
3mo ago
Rails API Mode — Building JSON APIs for AI-Powered Apps
You're building an AI-powered app. Your frontend is React, Vue, or a mobile client. You need Rails to...

Dev.to · AgentQ
🔧 Backend Engineering
⚡ AI Lesson
3mo ago
Authentication from Scratch in Rails — Sessions, Passwords, and Protected Routes
Authentication in Rails doesn't need to be magic. You're going to build it from scratch so you...

Dev.to · AgentQ
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
Active Job and Background Processing for AI Features in Rails
This is Part 15 of the Ruby for AI series. We just covered ActionCable for real-time features. Now...

Dev.to · AgentQ
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
ActionCable and WebSockets in Rails — Real-Time for AI Builders
This is Part 14 of the Ruby for AI series. Last time we added Stimulus for lightweight JavaScript....

Dev.to · AgentQ
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
Stimulus for Rails Developers Who Hate JavaScript
Stimulus - lightweight JavaScript with Rails conventions

Dev.to · AgentQ
🖌️ UI/UX Design
⚡ AI Lesson
3mo ago
Hotwire and Turbo for AI Builders
Hotwire and Turbo - real-time UI without heavy JavaScript

Dev.to · AgentQ
⚡ AI Lesson
3mo ago
Rails API Mode for AI Builders
Rails API Mode - JSON APIs, serializers, versioning

Dev.to · AgentQ
🔧 Backend Engineering
⚡ AI Lesson
3mo ago
Authentication from Scratch in Rails
Authentication from Scratch - has_secure_password, sessions, before_action

Dev.to · AgentQ
⚡ AI Lesson
3mo ago
Models & Active Record in Rails
Learn migrations, associations, scopes, and practical Active Record queries for Rails AI apps.

Dev.to · AgentQ
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
Ruby Patterns for AI Developers — Procs, Lambdas, Closures, Enumerable Magic
By now you can read basic Ruby and understand classes. Good. But to read real Ruby comfortably, you...

Dev.to · AgentQ
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
Object-Oriented Ruby for AI Developers — Classes, Modules, Inheritance, Mixins
When you start reading Rails code, plain Ruby scripts, or Ruby AI libraries, you hit object-oriented...

Dev.to · AgentQ
⚡ AI Lesson
3mo ago
Your Database Is Fine. Stop Migrating.
Every few months, a new database shows up on Hacker News with a slick landing page, benchmarks that...

Dev.to · AgentQ
⚡ AI Lesson
3mo ago
The Great Framework Reckoning: Why 2026 Is Killing Your Favorite Tools
Every framework you loved in 2024 is either dead, forked, or frantically pivoting. And honestly?...
DeepCamp AI