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⚡️If you can build even ONE API from this list → you’re already ahead of 90% of beginners 👨‍💻 ✅ Beginner → Weather, Currency Converter, Joke Generator ✅ Intermediate → Movie App, GitHub Explorer, Crypto Dashboard ✅ Advanced → E-commerce Backend, AI Chatbot, IoT Smart Home 💡 Mastering APIs = next-level projects + real job skills 👉 Follow @coders.well for more project ideas & career tips 🚀 --- 🔑 Keywords (10+): [API development, beginner projects, intermediate projects, advanced projects, full stack development, python projects, JavaScript projects, software development, coding practice, real world projects, backend development] --- 📌 Hashtags: #API #WebDevelopment #BackendDevelopment #FullStackDeveloper #PythonProjects #JavaScriptProjects #100DaysOfCode #SoftwareEngineering #CodingLife #DeveloperCommunity #ProgrammingIsFun #CodeNewbie #BuildProjects #coderswell
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⚡️If you can build even ONE API from this list → you’re already ahead of 90% of beginners 👨‍💻 ✅ Beginner → Weather, Currency Converter, Joke Generator ✅ Intermediate → Movie App, GitHub Explorer, Crypto Dashboard ✅ Advanced → E-commerce Backend, AI Chatbot, IoT Smart Home 💡 Mastering APIs = next-level projects + real job skills 👉 Follow @coders.well for more project ideas & career tips 🚀 --- 🔑 Keywords (10+): [API development, beginner projects, intermediate projects, advanced projects, full stack development, python projects, JavaScript projects, software development, coding practice, real world projects, backend development] --- 📌 Hashtags: #API #WebDevelopment #BackendDevelopment #FullStackDeveloper #PythonProjects #JavaScriptProjects #100DaysOfCode #SoftwareEngineering #CodingLife #DeveloperCommunity #ProgrammingIsFun #CodeNewbie #BuildProjects #coderswell

Thanks for watching!

Feb 25 0:07
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Banana Pancakes: Weekend Vibes and Morning Moments
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Banana Pancakes: Weekend Vibes and Morning Moments

waking up too early maybe we could sleep make you banana pancakes pretend like it's the weekend...

Feb 25
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You giving your buddy a free drop when his ball hits the center of the fairway but can’t be found? 🤔
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You giving your buddy a free drop when his ball hits the center of the fairway but can’t be found? 🤔

I'm dropping you're not drop can't drop

Feb 25
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Stop using playwright MCP server for browser automation! Instead use the agent-browser cli for more efficient browser navigation and context consumption. #claude #vibecoding #aiagents #aitools #aiautomation
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Stop using playwright MCP server for browser automation! Instead use the agent-browser cli for more efficient browser navigation and context consumption. #claude #vibecoding #aiagents #aitools #aiautomation

Stop using Playwright MCP Server as your browser automation tool for your coding agents

Feb 25
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Claude code browser extension! Automate any browser task with slash commands and subagents. #claude #aiautomation #vibecoding #coding #ai
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Claude code browser extension! Automate any browser task with slash commands and subagents. #claude #aiautomation #vibecoding #coding #ai

Cloud Code just released their native browser extension, here's how you can use it to automate a...

Feb 25 0:59
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Golf plans always start wholesome then the clubhouse gets involved
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Golf plans always start wholesome then the clubhouse gets involved

Honey, Frank the Tank is not coming back, okay

Feb 25
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Production-Grade Approaches for RAG System Design
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Production-Grade Approaches for RAG System Design

Transcribed by https://otter

Feb 25
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A puppy will always find a way to get what they want😭 I don’t even think I can laugh about it now because it was such a scary moment for me as I was super cautious when Finn was a puppy and worried about everything. It also really hurt my wallet ✨
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A puppy will always find a way to get what they want😭 I don’t even think I can laugh about it now because it was such a scary moment for me as I was super cautious when Finn was a puppy and worried about everything. It also really hurt my wallet ✨

I mean, that was close

Feb 25
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Send this to the one in your group that won’t play without a cart. ⛳️
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Send this to the one in your group that won’t play without a cart. ⛳️

He's telling you the truth, man

Feb 25 0:12
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Feb 25
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There’s a new Vibe Coding Agent that creates stunning web layouts perfect spacing, and high-end aesthetics web design at no cost. The best part is how it bridges the gap between design and code. It hands you the specific prompt used to generate the layout. That means you can bring that exact style into Cursor or Lovable and make it your own immediately. It turns complex design work into a simple copy-paste job. If you want to level up your UI game with no coding knowledge, you need to try this. Comment “Web” to get the link in your DM✉️ #vibecoding #webdesign #aitool #aienthusiast #uiinspiration
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There’s a new Vibe Coding Agent that creates stunning web layouts perfect spacing, and high-end aesthetics web design at no cost. The best part is how it bridges the gap between design and code. It hands you the specific prompt used to generate the layout. That means you can bring that exact style into Cursor or Lovable and make it your own immediately. It turns complex design work into a simple copy-paste job. If you want to level up your UI game with no coding knowledge, you need to try this. Comment “Web” to get the link in your DM✉️ #vibecoding #webdesign #aitool #aienthusiast #uiinspiration

There's a new vibe coding tool that just ranked number one for website's design

Feb 25
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Google just launch their new AI model called AlphaEarth. It transforms data from dozens of satellite sources into a unified digital globe, capturing every tens of square meters of the Earth’s surface with unprecedented detail. The data is extremely accurate at predicting weather patterns, flash flooding and wildfires before they happen. It’s also able to literally see through the clouds and assess potential farmland and soil fertility. But the best part is that this data can be used to study unmapped ecosystems, like the Amazon Rainforest and even Antarctica. And you can actually access any of this data yourself and build on top of it. Because it’s all open and publicly available.
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Google just launch their new AI model called AlphaEarth. It transforms data from dozens of satellite sources into a unified digital globe, capturing every tens of square meters of the Earth’s surface with unprecedented detail. The data is extremely accurate at predicting weather patterns, flash flooding and wildfires before they happen. It’s also able to literally see through the clouds and assess potential farmland and soil fertility. But the best part is that this data can be used to study unmapped ecosystems, like the Amazon Rainforest and even Antarctica. And you can actually access any of this data yourself and build on top of it. Because it’s all open and publicly available.

Google just launched their new AI model called Alpha Earth, which is like Google Maps, but on...

Feb 25
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This Book Is a Short-Form MBA @timferriss Book: Michael Porter’s – Competitive Strategy My new book, Runnin' Down a Dream: How to Thrive in a Career You Actually Love, is live now! Check the link in my bio to get your copy.
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This Book Is a Short-Form MBA @timferriss Book: Michael Porter’s – Competitive Strategy My new book, Runnin' Down a Dream: How to Thrive in a Career You Actually Love, is live now! Check the link in my bio to get your copy.

Michael Porter's book, Competitive Strategies, subtitled Techniques for Analyzing Industries and...

Feb 25 1:12
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Skills vs MCP. What’s the difference and when should you use each? #maven #ai #claude #claudeskills
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Skills vs MCP. What’s the difference and when should you use each? #maven #ai #claude #claudeskills

What's the difference between skills and MCP

Feb 25
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It's okay if your first draft is messy, Just don't leave it that way. #cleancode #code #programming #developer
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It's okay if your first draft is messy, Just don't leave it that way. #cleancode #code #programming #developer

Functions should be small

Feb 25
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Marc Andreessen believes AI is changing who wins in the knowledge economy. For years, specialists had the advantage because deep expertise was rare and took years to build. Now AI can provide that depth instantly. This shift is giving generalists a new edge. AI acts like an on-demand knowledge partner. It allows people to focus on connecting ideas, making decisions, and leading teams. That is why many successful CEOs are generalists. They may not be the best at one specific skill, but they understand how everything works together. With AI, this ability becomes even stronger. 👉 Follow @uncover.ai to stay updated with the latest AI news — Media: TBPN
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Marc Andreessen believes AI is changing who wins in the knowledge economy. For years, specialists had the advantage because deep expertise was rare and took years to build. Now AI can provide that depth instantly. This shift is giving generalists a new edge. AI acts like an on-demand knowledge partner. It allows people to focus on connecting ideas, making decisions, and leading teams. That is why many successful CEOs are generalists. They may not be the best at one specific skill, but they understand how everything works together. With AI, this ability becomes even stronger. 👉 Follow @uncover.ai to stay updated with the latest AI news — Media: TBPN

I think there's basically like two ways to really have a differentiated edge, like in general, right

Feb 25 1:01
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The 1 Python script that automates 90% of your data cleaning #python #coding #dataanalytics
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The 1 Python script that automates 90% of your data cleaning #python #coding #dataanalytics

No transcript available

Feb 25
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A developer just built a fully searchable RAG pipeline over 2M+ pages of the Epstein Files and the architecture decisions are worth studying. The dataset is public on Hugging Face (teyler/epstein-files-20k). The MMR swap is the real lesson here. Pure cosine similarity at 100K+ chunks returns redundant results from the same document. Maximal Marginal Relevance balances relevance with diversity. Each retrieved chunk has to earn its place by adding new information, not just scoring high. Stack breakdown: LangChain RecursiveCharacterTextSplitter for chunking, all-MiniLM-L6-v2 for embeddings, ChromaDB as vector store, Groq + LLaMA 3.3 for inference. Runs on 8GB RAM minimum, free Groq API key required. Cleaning was deliberately lightweight — regex boundary detection, line buffer reconstruction, dropping docs under 100 characters. Nothing exotic. The point was pipeline architecture, not preprocessing complexity. Repo linked in comments. #ai #epsteinfiles #artificialintelligence #technews #algorithm
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A developer just built a fully searchable RAG pipeline over 2M+ pages of the Epstein Files and the architecture decisions are worth studying. The dataset is public on Hugging Face (teyler/epstein-files-20k). The MMR swap is the real lesson here. Pure cosine similarity at 100K+ chunks returns redundant results from the same document. Maximal Marginal Relevance balances relevance with diversity. Each retrieved chunk has to earn its place by adding new information, not just scoring high. Stack breakdown: LangChain RecursiveCharacterTextSplitter for chunking, all-MiniLM-L6-v2 for embeddings, ChromaDB as vector store, Groq + LLaMA 3.3 for inference. Runs on 8GB RAM minimum, free Groq API key required. Cleaning was deliberately lightweight — regex boundary detection, line buffer reconstruction, dropping docs under 100 characters. Nothing exotic. The point was pipeline architecture, not preprocessing complexity. Repo linked in comments. #ai #epsteinfiles #artificialintelligence #technews #algorithm

Someone just built a RAG pipeline over the Epstein files

Feb 25 1:17
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Give Claude code long-term memory with just three Claude code skills. / Memory, /recall, /rem sleep.
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Give Claude code long-term memory with just three Claude code skills. / Memory, /recall, /rem sleep.

Here's how I give Cloud Code long-term memory with just three Cloud Code skills

Feb 25 0:58
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How to Use Claude Code and Outscraper to Build an Online Directory
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How to Use Claude Code and Outscraper to Build an Online Directory

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Feb 25
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