Norahsakal
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Same prompt. Different teammate.
Same prompt. Different teammate. My 5 cents on Opus 4.8 I'm using Claude Code while creating my "How to deploy an AI agent" course. Don't get me started. I know it's very meta to use AI while building a course about deploying AI apps, but here we are. And
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Stop overbuilding your AI backend
My #1 rule: Deploy the boring loop first. Add intelligence later. Because if the simple loop doesn't work in production, the fancy version won't save you. Your vibe-coded AI app does not need a complicated backend on day one. No RAG No tools No streaming
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Your vibe-coded app is live. Now what?
Getting to a live URL is the easy part now. The harder question is whether you actually own what you built. Can you move it? Can you debug it? Can you explain the stack to a client? Can you protect your API keys? If the answer is "No " or "I'm not sure "
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What is Model Context Protocol (MCP)? How it simplifies AI integrations compared to APIs AI Agents That Work
Model Context Protocol (MCP) is an open standard that connects AI models to tools and data sources efficiently. This guide breaks down MCP's architecture, benefits, and how it differs from traditional APIs
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Vectorizing multimodal e-commerce product data with AWS Titan: a practical guide AI Agents That Work
Learn how to vectorize your e-commerce product data using AWS Titan's multimodal model. This practical guide covers generating embeddings for both images and text, and building vector search using cosine and dot product similarity for improved product rec
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RIP Product Hunt API: What it means for developers AI Agents That Work
If you rely on the Product Hunt API, you may have noticed some unexpected changes recently. Redacted values and missing usernames indicate significant changes. Here's how it will affect your service.
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Selling your digital content on Dropbox vs Gumroad AI Agents That Work
Are you looking for an alternative to Gumroad? Check out Dropbox Shop. Clean UI, simple setup and no charging fees - a great option for selling your digital content.
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How to create an automated Twitter bookmark organizer in Notion AI Agents That Work
You're constantly bookmarking tweets but finding a particular one can be a complete mess, here's how you can create your own automatic bookmark organizer in Notion with the Twitter API and GPT-3.
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Norah Sakal (@norahsakal) on X
Makers and indie hackers, what if we could make marketing more like a game? Imagine being rewarded for your creativity and hard work.
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