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⚡ AI Lessons

Medium · RAG
💻 AI-Assisted Coding
⚡ AI Lesson
3w ago
Vibecoding example: I set out to build a search bar and ended up with an epic copilot
This one’s more technical than my usual writeups. It starts with something I’ve wanted for years -a global search on keepsimple.io that… Continue reading on Boo

Medium · RAG
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
I Added Fresh Docs to My Coding Assistant and the SDK Code Stopped Breaking
Last week I asked an AI coding assistant to generate a small Milvus ingestion script, and it gave me code that looked familiar in the… Continue reading on GoPen

Medium · RAG
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Building an AI Content Generator for Social Media: What We Learned in Our Journey
Lessons learned from designing, deploying, and evaluating an AI-powered marketing assistant. Continue reading on Medium »

Medium · RAG
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
From User Prompt to AI Response: Building AI Applications Securely with Python, FastAPI, Pydantic…
A few months ago, whenever I wanted to build something with AI, I would simply ask the model to generate code. Continue reading on Medium »
Medium · RAG
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
.NET AI Architect Laboratory: Making AI Work and Execute Tools (Phase 2)
In Phase 1 of this project, we built a type-safe “Brain” using .NET 10 and Google Vertex AI. In Phase 2, we successfully gave hands and… Continue reading on Med
Medium · RAG
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
.NET AI Architect Laboratory: My Architectural Experiments and Learning Journey in the AI Ecosystem…
In an era where artificial intelligence technologies are advancing at breakneck speed, the best way to truly grasp new libraries and… Continue reading on Medium
Medium · RAG
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Build Once, Sell Often: My Journey to Earning USD with a Single Chatbot
I used to treat every chatbot project like a new project. New folder, new prompts, new vector database, new bugs, new deployment headache… Continue reading on A

Medium · RAG
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Beyond the Python Prototype: Building Production-Ready AI with Java and Spring AI
The AI landscape is currently dominated by Python-based boilerplates and LangChain tutorials. While these are excellent for rapid… Continue reading on Medium »

Medium · RAG
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Por que dar seus segredos para a OpenAI se você tem um notebook velho na gaveta?
Custo operacional praticamente zero Continue reading on Medium »

Medium · RAG
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Beyond Vector DBs: Why Ripgrep and Lexical Search are Winning in AI Coding Agents
Every few months, the AI engineering community debates the relevance of Retrieval-Augmented Generation (RAG). As large language models… Continue reading on Medi
DeepCamp AI