2025 Prediction
What will be the hot AI topics in 2025?
The Groff Dev Blog
Matthew Groff's musings on full-stack web software engineering and more.
LLama 3.2 Released
Meta released Llama 3.2 and its ready for edge and mobile devices, along with a new vision model.
When to Code, When to Use LLMs: Striking the Right Balance for Efficiency
Learn how to efficiently balance traditional coding with the use of Large Language Models (LLMs) to solve problems effectively. Discover strategies to optimize processes like web scraping, saving time and resources by knowing when to code and when to leverage AI.
Free Download! Knowledge Graphs - Article + LLM = Cypher Queries
Getting a Cypher Query from an Article using a Large Language Model.
Extracting Insights from Articles using Groq and Llama 3.1
I will explain how and why I use Groq and Llama 3.1 to extract insights from articles.
SALTE: Semi-Autonomous Linux Task Executor
Comparing Ollama w/ Mixtral vs GPT-4 vs Claude 3 Opus for my command line application SALTE: Semi-Autonomous Linux Task Executor
Ingesting PDFs using OpenAI GPT-4 Vision
Being smart about how we ingest PDFs is crucial. Here's how I used OpenAI's GPT-4 Vision to convert them to Markdown.
Crafting a Typescript NPM package with Bun - Function Agents
Here's how I crafted a Typescript NPM package with Bun called Function Agents.
Crafting an Email-based AI Customer Service System Using Azure Functions & GPT-4
Explore how the synergy of Azure Functions, Node.js, and OpenAI's GPT-4 can revolutionize email customer support. Dive into the step-by-step process of building a responsive AI Customer Service Agent.
OpenAI Chat Completion's API Function Calling - JavaScript Example
A code example of how to use the new Chat Completion Function Calling API with JavaScript (Bun and Express)
Introducing Next-Rails CLI
I made an npm package called next-rails that gives the power and syntax of the Rails CLI to Next.js applications.
Step by Step: Create a Chatbot with OpenAI & Next.js & Postgres For Free
Learn how to create a chatbot with OpenAI, Next.js, and Postgres for free.
How to store and query your own data using OpenAI Embeddings and Supabase
Learn how to store and query your own data using OpenAI Embeddings and Supabase
Bridging the Gap Between Next.js and Rails: Introducing the next-rails npm Package
In this post, I introduce next-rails, a new npm package I developed to bring the efficiency of Rails-like features to Next.js, aimed at improving your full-stack development experience.
How to Run an AI Scraping Hub for Under $10 a Month
By taking full advantage of generous free tiers of cloud services, you can run a scraping hub for under $10 a month.
Scraping with Cloudflare Workers and OpenAI
How and why I made a scraper with Cloudflare Workers and OpenAI's API
Scraping with Next.js and React Server Components
How I made a web scraper using a React Server Component in a Next.js app.
Creating a Live Estimation App with ChatGPT - Part 2
Prompting ChatGPT to help me create a Live Estimation App with Next.js and Supabase.
Creating a Live Estimation App with ChatGPT - Part 1
Prompting ChatGPT to help me create a Live Estimation App with Next.js and Supabase.
Ask Anything from your Bash Terminal with OpenAI.
Interact with OpenAI's GPT-4 model directly from your bash terminal for quick answers to your questions.
Leveraging Git Hooks in Monorepos with Mookme.
An advanced Git hook solution for monorepos, similar to Husky.
Eliminating Unnecessary Rerenders in React.
useMemo, useState, useEffect, and useReducer are all you need to eliminate all unnecessary rerenders in React.
Creating a custom React Hook for clicking outside the component.
How I revived a four-year-old React Class Component and turned it into a React Hook.
How to make a GraphQL API with Ruby on Rails.
Explaining step by step how to make a GraphQL API with Ruby on Rails.
Creating a GPT Test Generator Bun App with AI Assistance.
Learn how I built a GPT Test Generator Bun app with ChatGPT.
Save Time Writing Unit Tests with ChatGPT and Cypress.
Copying and pasting to ChatGPT to generate Cypress Component Tests.
How To Make An Apollo Server With Bun.
Apollo Server used to be exclusive to Node.js, not anymore. Here's how to make an Apollo Server with Bun.
How To Make An Express Server With Bun.
Express used to be exclusive to Node.js, not anymore. Here's how to make an Express Server with Bun.
How To Make A GraphQL Server With Bun.
Using Honojs with Bun to host a GraphQL Server.