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Vibe Coding

#503 Apr 1, 2025 free

Time to stop hiring $100k/year developers and hire an intern for $10k/year and pay $100/year for an AI Agent. The intern doesn't even need to understand the code it is generating and just help guide it to the solution. Sadly, this has to be said because people do not watch the content. This is satire.

rails april fools ai machine learning

Classification Models

#502 Mar 30, 2025 pro

Continuing from the previous episode, we look at removing the LLM in favor of a Classification Model. This will allow a more directed course of action for the Rails application to take based on the user input. We'll also look at fine tuning the model so that we are able to get better classifications of the user input.

rails view artificial intelligence

Chat Agent

#501 Mar 23, 2025 pro

In this episode, we lay down the ground work to have a chat agent in our Rails application. We'll be creating this from complete scratch and set it up in a way that you can have responses generated however you want.

rails stimulusjs view

Confetti

#500 Mar 16, 2025 pro

In celebration of Episode #500, we'll be looking at adding confetti to our Rails application. While seemingly a bit silly, this can add a bit of flare to your application when used properly.

rails view stimulusjs

Embeddings

#499 Mar 9, 2025 pro

In this episode, we explore embeddings and how they improve search and recommendations by converting text into numerical vectors. We'll set up a Rails 8 app with PostgreSQL + PG Vector, generate embeddings, and perform similarity searches.

rails model ai machine learning search

Conditional Queue

#498 Mar 2, 2025 free

In this episode we look at processing background jobs in a way that can conditionally send the work to be processed to different queues. This can be very powerful in situations where you need to process the job in different ways or send requests to different APIs.

rails background processing solid queue

Development Approach

#497 Feb 23, 2025 pro

Working with 3rd party integrations can be time consuming, complicated and we can take many different approaches when creating a proof of concept. In this episode, we're going to look at creating a development environment with Jupyter Notebooks so that we can iterate fast and remove a lot of the complexities of our application.

rails development api

Frozen String Literal

#496 Feb 16, 2025 pro

In this episode, we're going to look at the magic comment frozen_literal_string and what it does. We're going to look at various behaviors and migration paths to prepare your application for future versions of Ruby.

rails ruby strings

Normalizes

#495 Feb 9, 2025 pro

In this episode, we'll have a look at various approaches to data consistency and why it could be important to normalize the data. We'll look at and old approach and a more current one along with the caveats associated with each of them.

rails data model

Outlets and Permanent Tags

#494 Feb 2, 2025 free

In this episode, we'll explore how we can add a "global" music player that will persist across different pages. Our approach will be unobtrusive and implemented in a maintainable way.

rails view stimulusjs outlets

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