Achraf Riahi @jsachraf
Software Developer jsachraf.com Grand Casablanca, Morocco Joined February 2021-
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Build a market research agent with Gemini and @aisdk by Vercel. Learn how to research trends with Google Search, extract structured data into charts, and generate a final PDF report.
Let's build a Browser Automation Agent using gpt-oss (100% local):
I switched to AI Engineering 2 years ago! It was the best career move I ever made. If you want to start today, here's a roadmap:
The last few years were about proving what AI can do. Now, it's about building with it. We've put together a new list of startup ideas we're especially excited about— ideas that treat AI not as a feature, but as a foundation. ycombinator.com/rfs
[New post] 🔥A Deep Dive Into MCP and the Future of AI Tooling APIs were the internet’s first great unifier but AI models lack an equivalent. What are the use cases of MCPs today? Where are the challenges? Here's a technical deep dive & map of the current ecosystem 👇
Announcing Together Chat! Use DeepSeek R1 & other top open source models to do web search, coding, image generation, & image analysis. Available today for free!
Announcing Agent Recipes! A site to learn about agent/workflow recipes with code examples that you can easily copy & paste into your own AI apps. I'm gonna make this the go-to resource for devs to learn about agents & how to implement them – more soon.
My favorite 2025 tech stack for building AI apps: ◆ Framework: @nextjs ◆ Database: @neondatabase + @prisma ◆ AI API: @togethercompute ◆ Search API: @serperapi ◆ Language: @typescript ◆ Hosting: @vercel ◆ Styling: @tailwindcss ◆ UI library: @shadcn ◆ Auth: @ClerkDev ◆…
Here are my top best practices for building production-ready AI apps: 1. Build evals (define test cases to ensure you're actively improving your app & not causing any regressions) 2. Break down one LLM call into multiple (AI systems do a lot better when you have many LLM calls…
Gave a talk on how build AI apps in a weekend that go viral and scale to millions last year. AMA! Thanks for having me @aiDotEngineer!
My AI side projects this year: ◆ llamacoder.io: 338k users ◆ usenotesgpt.com: 75k users ◆ blinkshot.io: 70k users ◆ llamatutor.com: 67k users Here's exactly how I approach building AI side projects in 7 steps: 1. Think of an idea that…
my toxic trait is that I think I can code it in a week
Tech Stack: ◆ @AIatMeta's Llama 3.1 405B for the LLM ◆ @togethercompute's inference (AI API) ◆ @codesandbox's sandpack for the code sandbox ◆ @nextjs w/ tailwind & typescript ◆ @helicone_ai for AI observability ◆ @PlausibleHQ for analytics
debugger console.log
`useOptimistic` is so fun. Next.js Commerce is feeling 🔥 demo.vercel.store
Introducing LlamaTutor! An AI personal tutor who can explain any subject at any education level using up-to-date sources. 100% free and open source. llamatutor.com
Somehow I just realized I could do this A instead of B. I use onClick={handleClick} or onSubmit={handleSubmit} all the time but it never occurred to me that I could just pass console.log when debugging. I'm always typing out the full thing... 🙃
we're working on charts for shadcn/ui. 📈
Next.js Explained: Partial Prerendering What exactly is Partial Prerendering? How does it work? And most importantly, why does it matter?

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