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⚡ AI Lessons

Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
1mo ago
MCP Series (05): Resources and Prompts Deep Dive — Dynamic Data, Parameterized URIs, and Multi-Turn Templates
Resources vs Tools The split: Tools → actions the LLM executes (verbs) ...

Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
2mo ago
Open Source Project of the Day (#82): SkillOpt - Training LLM Agent Skills Like Neural Networks
Introduction "Instead of constantly tweaking model weights, why not just teach the Agent...

Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
2mo ago
One Open Source Project a Day (No. 77): notebooklm-py - Turning Google NotebookLM Into a Programmable API, With Claude Code Integration
Introduction "AI needs to know where it learned something from." This is the 77th...

Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
3mo ago
One Open Source Project a Day (No. 72): Andrej Karpathy Skills — Fix Four Chronic LLM Coding Problems With a Single CLAUDE.md
Introduction "LLMs excel at looping until they meet specific goals — so provide success...

Dev.to · WonderLab
🧠 Large Language Models
3mo ago
RAG Series (22): Long Context vs RAG — Do We Even Need RAG?
A Question Worth Taking Seriously Gemini 1.5 Pro supports 1 million token context. Claude...

Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
3mo ago
RAG Series (16): Graph RAG — Using Knowledge Graphs to Solve Multi-Hop Reasoning
The Relationship Blindspot in Vector Retrieval Every optimization in this series so far —...

Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
3mo ago
One Open Source Project a Day (No. 65): OpenHuman - A Local-First Personal AI Super Intelligence That Actually Knows You
Introduction "Private, Simple and extremely powerful." This is the No.65 article in the...

Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
3mo ago
RAG Series (5): Embedding Models — The Core of Semantic Understanding
Why Does Switching Embedding Models Make Such a Huge Difference? In the first four...

Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
3mo ago
RAG Series (2): Building Your First RAG Pipeline with LangChain
From 100 Lines to a Production Pipeline In the last article, we built a minimal RAG system...

Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
4mo ago
One Open Source Project a Day (No.46): The Y Combinator CEO Wrote His Own AI Brain and Open-Sourced It
Introduction "This isn't an experiment. This is the production system I actually...

Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
4mo ago
The LLM Is Your Employee: Three Evolutions of AI Collaboration Through the Lens of Corporate Management
Introduction: An Analogy That Clicks Instantly Have you ever noticed that the way you...

Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
4mo ago
One Open Source Project a Day (No.37): everything-claude-code - The Most Systematic Claude Code Enhancement Framework
Introduction "Not just config files — a complete system: skill library, instinctual...

Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
4mo ago
One Open Source Project a Day (No.34): second-brain-skills - A Skill Toolkit That Turns Claude Code Into a Knowledge Work Expert
Introduction "The limits of your AI are the limits of what you've equipped it...

Dev.to · WonderLab
🧠 Large Language Models
⚡ AI Lesson
4mo ago
Open Source Project of the Day (Part 28): Graphiti - Building Real-Time Knowledge Graphs for AI Agents
Introduction "Traditional RAG is batch-oriented and static. When data changes...
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