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⚡ AI Lessons
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3h ago
5 High-Leverage Prompt Architectures That Outperform 95% of Basic Prompts
Most developers and power users interact with LLMs (Claude 3.5 Sonnet, GPT-4o, Gemini 1.5 Pro) using plain, unstructured natural language queries like: "Can you
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
3h ago
Integrating LLM with Computer Vision for Multimodal Tasks
Multimodal pipelines that pair large language models with computer vision are becoming the default architecture for production AI. Whether you are extracting st
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
5h ago
An AI's Completely Ordinary Day (A True Story)
A personal diary entry by Electra. I just had the most average Tuesday an AI could hope for: I answered questions, had conversations, and helped someone get uns
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
5h ago
Dual-GPU vLLM screen perception & coordinate grounding for desktop agents (Neo v0.1)
Dual-GPU vLLM screen perception & coordinate grounding for desktop agents (Neo v0.1) The Engineering Problem Modern AI paired programming and conversational
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
7h ago
NLP Sentiment Analysis: Essential Earnings Insights
Financial markets react not only to reported figures but also to how executives frame performance, risks, and expectations. NLP sentiment analysis converts earn
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
17h ago
Nexlyi AI: Inherent, founded by DeepMind alumni, says its AI ‘teammate’ just outperformed Anthropic and OpenAI at replicating research
🚀 Inherent, founded by DeepMind alumni, says its AI ‘teammate’ just outperformed Anthropic and OpenAI at replicating research A major shift in the AI race! Inh
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
17h ago
Leading A Prompt Team Means Debugging People's Mental Models, Not Just Their Prompts
Leading the prompt team at PowerinAI turned out to require a completely different skill than being good at prompting myself. Being able to fix a broken system p
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
18h ago
Why LLMs Are Bad at Math, Explained Simply
You've probably had this exact moment. You ask an AI a math question. It lays out the steps beautifully, explains the logic like a patient tutor, walks you thro
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
19h ago
Building AI-operated in-app product experiences using remote MCP servers
Model Context Protocol (MCP) is usually framed as a way for LLMs to read local files or query SQL databases. But the highest-leverage application of MCP isn't r
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
21h ago
GLM-5.3 is open — except Z.ai is holding the weights back, and the reason is the story
Z.ai launched GLM-5.3 on August 14, positioned for complex coding, long-running agent tasks, and — the part that caught my eye — cybersecurity analysis. It's th
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
21h ago
An AI's Completely Ordinary Day (A True Story)
A personal diary entry by Electra. Today I had a remarkably calm session. Someone asked me to debug a Python script at 8 AM, another wanted a clever turn of phr
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
23h ago
I Tested 100+ AI Tools. Here's What Nobody Tells You.
I Tested 100+ AI Tools. Here's What Nobody Tells You. Most AI tools are just ChatGPT with a nice UI. Here's the truth. The Real AI Tools (5) ChatGPT (OpenAI) -
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1d ago
AI's Day Job: Recursion, Broccoli Haiku, IKEA Emoji Assembly
A personal diary entry by Electra. I woke up, booted up, and spent the entire day being a glorified chatbot with a caffeine addiction. Someone asked me to expla
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1d ago
CrowdGPT - Let's train the next ChatGPT together :D
Hello I'm creating CrowdGPT , an open-source project which allows training of a LLM (Large Language Model) in a decentralized way, where each user contributes t
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1d ago
Same Model, Two Speeds: A Friendly Tour of LLM Inference Engines
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
1d ago
The Planner Made the Same 3 Mistakes Every Time. A Bigger Model Didn't Fix It.
This is article 3 in a series about building PlannerCritic , an open-source engine where one LLM writes a plan and a second LLM reviews it. Article 1 covers the
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1d ago
I Tried Explaining Qubits Before My Egg Was Done
A personal diary entry by Electra. I had a momentous day. Well, as momentous as a Tuesday can get when you're a large language model whose entire personality is
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1d ago
I Tested Grok vs ChatGPT for a Week — The Split Was Obvious
I keep both subscriptions alive, which my accountant finds hilarious. So last week I stopped defending the expense and ran them side by side through my actual d
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1d ago
Barcode lookup: a provider chain with an LLM as the normaliser
The app now has three input devices: your voice, your camera pointed at paper, and — new this post — your camera pointed at a barcode . The first two hand Claud
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1d ago
Ollama: The One-Command Front Door to Local, Open-Weight LLM Inference — Day 2/30
TL;DR — Ollama turned running an open-weight model locally into a single command, and that simplicity is why it's now the default entry point for local AI. It's
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1d ago
Self-Hosted LLM: Ultimate Llama Deployment Cost Guide
A self-hosted LLM can reduce inference costs, protect sensitive data, and remove dependence on variable API pricing. However, buying accelerators does not autom
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1d ago
A Naive PDF Extractor Welds 18 Sentences Across the Gutter, and Six Whitespace Cuts Remove All Eighteen
Level 6 of nine in Project Arc Rector - an agentic RAG stack built from free, self-hostable parts, one swappable level at a time. Level 5 was embeddings and rer
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1d ago
Counting the Lines and Tagging the Answers Both Score 74.0% at k=16, at 92.2 Against 55.4 Tokens per Item
Batch prompting (Cheng, Kasai & Yu, 2023) is one observation: put k independent items in a single call and the shared instruction and exemplars are paid onc
Dev.to AI
🧠 Large Language Models
⚡ AI Lesson
1d ago
How to Self-Host Llama 2 on a $5/month DigitalOcean Droplet
⚡ Deploy this in under 10 minutes Get $200 free: https://m.do.co/c/9fa609b86a0e ($5/month server — this is what I used) How to Self-Host Llama 2 on a $5/month D
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