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What is Context Engineering in AI?
A few months ago, Shopify’s CEO Tobi Lütke tweeted about “context engineering” – a concept that’s reshaping how we think about AI interactions. We’re all familiar with prompt engineering, where crafting the right input determines your AI output quality. But what happens when your perfectly designed prompt still misses the mark because the AI lacks…
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Building a travel assistant in Bolt
I wanted to create a first iteration of a travel assistant. People increasingly use ChatGPT to create their travel itineraries, and I was curious about what an app could look like that combines both human-curated and AI-generated travel suggestions. First, I took my crude product idea and turned it into a PRD. In Bolt, I…
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Price comparison and AI
I wonder to what extent ChatGPT, Gemini or Claude will eat the lunch of various price comparison sites. Looking at early examples like Google’s Flight Deals and Perplexity Shopping, these AI-powered tools make it incredibly easy to use natural language to find the best deals relevant to you. Think about prompts where users ask for…
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“Click” (Book Review)
Do you ever wonder how to make sure that your product is differentiated enough? Thinking about what makes it unique or better than market alternatives? Then you should read “Click” by Jake Knapp and John Zeratsky (who you might know from the highly successful “Sprint” book about the Design Sprint). Click introduces the “Foundation Sprint”…
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Creating an SEO Analyser in Replit
I started building an SEO Analyser with a simple prompt in Replit: “Create an SEO analysis tool that can evaluate website performance and provide actionable insights.” The Replit Agent presented a plan for me to review and approve. It outlined key features like URL input field and SEO meta tag extraction, along with a first…
As I learn ... 