Core AI

Large Language Models

Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI

51,281
lessons
Skills in this topic
View full skill map →
LLM Foundations
beginner
Explain how transformers generate text
Prompt Craft
beginner
Write zero-shot and few-shot prompts
LLM Engineering
intermediate
Call LLM APIs with function/tool use
Fine-tuning LLMs
advanced
Prepare fine-tuning datasets
Multimodal LLMs
advanced
Use GPT-4V / Claude Vision for image understanding
All Reads (29,802) Articles (12679)Blog Posts (5632)Tutorials (2386)Research Papers (8231)News (874)
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Building Business Intelligence Tools with LLM
Business intelligence is shifting from static dashboards to interactive, language-driven interfaces. Instead of learning SQL or navigating drag-and-drop builder
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Leveraging LLM for Business Intelligence
We are building a conversational BI agent that turns plain English questions into SQL, runs them against a local SQLite database, and summarizes the results for
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Changes to LLM pricing: SambaNova
Model price changes detected for SambaNova. Details below.
I Stopped Chasing Tutorials and Started Building AI Apps. Here's What Changed.
Dev.to · Muhammad Shahrukh 🧠 Large Language Models ⚡ AI Lesson 2d ago
I Stopped Chasing Tutorials and Started Building AI Apps. Here's What Changed.
A year ago, I spent more time watching tutorials than actually building. Every new framework looked...
Claude Sonnet 5 Explained: Features, Use Cases, and Why It Matters in 2026
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Claude Sonnet 5 Explained: Features, Use Cases, and Why It Matters in 2026
A beginner-friendly guide to understanding Claude Sonnet 5, its real-world applications, and how it is changing the way people work with… Continue reading on Me
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Breaking Free From AI Vendor Lock-In: A Developer's Notes
Breaking Free From AI Vendor Lock-In: A Developer's Notes I've been writing code for about twelve years now, and if there's one thing that grinds my gears more
Enterprise LLM Gateway: Route, govern, and secure your AI traffic
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago
Enterprise LLM Gateway: Route, govern, and secure your AI traffic
Your company uses six different AI providers. OpenAI for ChatGPT, Anthropic for Claude and Groq for speed critical inference. Continue reading on Medium »
Beyond Chatbots:
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 2d ago
Beyond Chatbots:
How LLMs Are Quietly Transforming Everyday Business Workflows Continue reading on Medium »
Beyond Chatbots:
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 2d ago
Beyond Chatbots:
How LLMs Are Quietly Transforming Everyday Business Workflows Continue reading on Medium »
Beyond Chatbots:
Medium · Programming 🧠 Large Language Models ⚡ AI Lesson 2d ago
Beyond Chatbots:
How LLMs Are Quietly Transforming Everyday Business Workflows Continue reading on Medium »
Enterprise LLM Gateway: Route, govern, and secure your AI traffic
Dev.to · Anthony Max 🧠 Large Language Models ⚡ AI Lesson 2d ago
Enterprise LLM Gateway: Route, govern, and secure your AI traffic
Your company uses six different AI providers. OpenAI for ChatGPT, Anthropic for Claude and Groq for...
The Ultimate Collection of AI Interview Questions for 2026
Dev.to · Rahish saifi 🧠 Large Language Models ⚡ AI Lesson 2d ago
The Ultimate Collection of AI Interview Questions for 2026
The demand for AI Engineers, LLM Developers, Prompt Engineers, and AI Agent Developers has grown...
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
FABLE 5 Came Back. Now It Answers to Two Masters.
Eighteen days ago I wrote about the night the smartest AI on Earth went dark in the middle of my sentence. It was 2:51 in the morning in India, 5:21 PM in New Y
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Unlocking ChatGPT's Full Potential: Prompt Engineering for Freelancers
Unlocking ChatGPT's Full Potential: Prompt Engineering for Freelancers As a freelancer, staying ahead of the curve is crucial for success. One technology that h
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Huawei Just Open-Sourced openPangu 2.0 Flash — 92B MoE That Runs on Consumer Hardware
Huawei made a bold move on June 30, 2026, officially open-sourcing openPangu-2.0-Flash — a 92-billion-parameter Mixture-of-Experts model with only 6 billion act
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
BizNode's semantic memory (Qdrant) makes your bot smarter over time — it remembers past conversations and answers...
The 1BZ Ecosystem CopyGuard (protect) → IPVault (monetize) → SmartPDF (deliver) → DZIT (settle on Polygon) → BizNode (automate) AI business operator node — http
I built Enlive, a free website that makes LLM prompting easier in 40 languages
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
I built Enlive, a free website that makes LLM prompting easier in 40 languages
Although model capabilities have advanced significantly, one of the greatest challenges users still encounter is the input barrier… Continue reading on Medium »
The Hugging Face Hub Is a Free JSON API: Rank Trending AI Models Without a Key
Dev.to · Ken-Mutisya 🧠 Large Language Models ⚡ AI Lesson 2d ago
The Hugging Face Hub Is a Free JSON API: Rank Trending AI Models Without a Key
Everyone reads the Hugging Face trending page in a browser. Almost nobody knows the whole Hub sits...
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Fable was swapped
Fable was swapped Claude Fable 5 was tested again in BridgeBench after its return. The results dropped sharply. Debugging: 86.2 → 25.9 Refactoring: 73.6 → 38.4
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Stop Your LLM From Getting Owned
Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It is free and source-available on Github. Star git-lrc to help
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
The English Parsing Problem That Quietly Led to Modern LLM Transformers
Hello, I'm Shrijith Venkatramana. I'm building git-lrc, an AI code reviewer that runs on every commit. Star Us to help devs discover the project. Do give it a t
The Best AI Prompt Isn’t the Longest One — It’s the Clearest
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
The Best AI Prompt Isn’t the Longest One — It’s the Clearest
I spent months writing massive prompts for AI. Then one simple change gave me better answers in less time. Continue reading on Medium »
The Best AI Prompt Isn’t the Longest One — It’s the Clearest
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 2d ago
The Best AI Prompt Isn’t the Longest One — It’s the Clearest
I spent months writing massive prompts for AI. Then one simple change gave me better answers in less time. Continue reading on Medium »
The Answer Machine: How AI Replacing Search is Also Replacing You
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 2d ago
The Answer Machine: How AI Replacing Search is Also Replacing You
The search bar, as you know it, is dead, or at least the version of it that required you to think. Continue reading on Medium »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
The Anatomy of a Production-Grade LLM Gateway
<img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazon
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
GPT-5.6 Went to the Government Before It Goes to You
TL;DR OpenAI previewed GPT-5.6 on June 26, 2026 as a three-tier family , Sol (flagship), Terra (mid), Luna (budget) , named for Sun, Earth, Moon, with the numbe
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
15 AI models hit end-of-life in the next 90 days — the full table
If you build on hosted LLM APIs, model retirements are the quiet breakage: a model ID keeps working right up until the day it returns a 404, and the deprecation
I Built an AI That Writes and Sells Python Scripts 24/7
Dev.to · Anna lilith 🧠 Large Language Models ⚡ AI Lesson 2d ago
I Built an AI That Writes and Sells Python Scripts 24/7
What happens when you give an AI the ability to write code, test it, and sell it? You get a fully...
Context as inference-time lever
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2d ago
Context as inference-time lever
The failure almost always looks like a model problem: the output was wrong, the reasoning was shallow, the agent looped, and the natural… Continue reading on Me
How a 1787 Formula Picks the Next Word in ChatGPT
Dev.to · bytessyster 🧠 Large Language Models ⚡ AI Lesson 2d ago
How a 1787 Formula Picks the Next Word in ChatGPT
Mathematics has an annoying habit: it keeps handing you the same idea over and over under different...
I Tried ChatGPT Free vs Plus for 30 Days — Here’s What I Actually Noticed
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 2d ago
I Tried ChatGPT Free vs Plus for 30 Days — Here’s What I Actually Noticed
I’ve been skeptical of subscription AI tools. Everyone hyped ChatGPT Plus like it was a miracle. So I decided to test both versions… Continue reading on Medium
6 Ways You’re Prompting Claude Fable 5 Wrong
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
6 Ways You’re Prompting Claude Fable 5 Wrong
You upgraded to the smartest model and your best prompts stopped landing. Six habits that fix it. Continue reading on Data Science Collective »
6 Ways You’re Prompting Claude Fable 5 Wrong
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 2d ago
6 Ways You’re Prompting Claude Fable 5 Wrong
You upgraded to the smartest model and your best prompts stopped landing. Six habits that fix it. Continue reading on Data Science Collective »
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Beyond Context
The models are getting better. As you may have seen on multiple graphs presented here at the World's Fair, that 50% success-rate task duration horizon is growin
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Stop Treating LLM Memory as a Database: The Shift Toward Memory as a Skill
Stop Treating LLM Memory as a Database: The Shift Toward Memory as a Skill For the last two years, the industry has been obsessed with RAG. We've spent countles
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2d ago
Generative AI Business for Agentic AI Firms
💡 Key Highlights Agentic AI Firms : Embracing Generative AI Business for Enhanced Decision-Making and Scalability. Generative AI Business : Leveraging Large La
Top AI Papers on Hugging Face - 2026-07-02
Dev.to · Y Hành Nhan 🧠 Large Language Models ⚡ AI Lesson 3d ago
Top AI Papers on Hugging Face - 2026-07-02
10 paper AI nổi bật nhất trên Hugging Face hôm nay: xu hướng mới từ agent memory, 3D...
How I'm Building MCP Servers for a Language Claude Doesn't Know Well
Dev.to · Gabriel Mahia 🧠 Large Language Models ⚡ AI Lesson 3d ago
How I'm Building MCP Servers for a Language Claude Doesn't Know Well
How I'm Building MCP Servers for a Language Claude Doesn't Know Well Swahili has roughly...
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
Qwen 3.6 27B: How a 27B Dense Model Beats a 397B Giant — The Engineer's Complete Local AI Deployment Guide
Published: June 30, 2026 · 15 min read · Focus keyword: Qwen 3.6 27B local deployment <img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=sc
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
I Tested Four Chinese LLMs So You Don't Have To — Here's What I Found
I Tested Four Chinese LLMs So You Don't Have To — Here's What I Found Look, I'll be honest with you — I almost didn't write this piece. The Western AI giants ha
Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
AI Training with Hands-On Projects to Build Job-Ready Skills!
🚀 𝗟𝗮𝘂𝗻𝗰𝗵 𝗬𝗼𝘂𝗿 𝗔𝗜 𝗖𝗮𝗿𝗲𝗲𝗿 𝘄𝗶𝘁𝗵 𝗥𝗲𝗮𝗹-𝗧𝗶𝗺𝗲 𝗔𝗜 𝗧𝗿𝗮𝗶𝗻𝗶𝗻𝗴! 🎯 Build job-ready #AI skills with #Visualpath through hands-on tra
🤖 How We Use LLMs to Deliver Personalized Language Feedback at Mocko.ai
Dev.to · Jaackop 🧠 Large Language Models ⚡ AI Lesson 3d ago
🤖 How We Use LLMs to Deliver Personalized Language Feedback at Mocko.ai
Large Language Models (LLMs) have transformed what's possible in education. Instead of simply...
AI-Powered Language Learning Platform: Lessons We Learned
Dev.to · Jaackop 🧠 Large Language Models ⚡ AI Lesson 3d ago
AI-Powered Language Learning Platform: Lessons We Learned
Building an AI-Powered Language Learning Platform: Lessons We Learned When we started...
FastAPI + LLM: Build a Production-Ready AI API in 30 Minutes
Dev.to · Etrit Neziri 🧠 Large Language Models ⚡ AI Lesson 3d ago
FastAPI + LLM: Build a Production-Ready AI API in 30 Minutes
FastAPI + LLM: Build a Production-Ready AI API in 30 Minutes Need to serve an LLM through...
Your LLM didn't get worse. It changed — and nobody told you.
Dev.to · Tatiana Radchenko 🇩🇰 🧠 Large Language Models ⚡ AI Lesson 3d ago
Your LLM didn't get worse. It changed — and nobody told you.
It's 2am. Your JSON parse errors are up 12%. Latency: normal. Uptime: 100%. Your prompt didn't...
Cómo hacer que un LLM diminuto funcione bien: seis palancas medidas en mi portátil (sin GPU)
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3d ago
Cómo hacer que un LLM diminuto funcione bien: seis palancas medidas en mi portátil (sin GPU)
Todo el mundo repite lo mismo: para que un modelo de lenguaje funcione, necesitas escala. Más parámetros, más datos, más GPUs. Y es verdad… Continue reading on
I stuffed my whole repo into a million-token context window The model went blind in the middle, and…
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3d ago
I stuffed my whole repo into a million-token context window The model went blind in the middle, and…
Last week I did the thing the marketing told me I could finally do. Continue reading on Medium »
I Cut My LLM Bill 40x: A Backend Engineer's Migration Notes
Dev.to · gentleforge 🧠 Large Language Models ⚡ AI Lesson 3d ago
I Cut My LLM Bill 40x: A Backend Engineer's Migration Notes
Honestly, i Cut My LLM Bill 40x: A Backend Engineer's Migration Notes Last month I opened my OpenAI...