# The 5 AWS Services Every Developer Must Know to Build AI Products in 2026 (With Real Projects) Page: https://stenobird.com/podcast/programming-tech-brief-by-hackernoon-6364125/the-5-aws-services-every-developer-must-know-to-build-ai-products-in-2026-with-real-projects Text version: https://stenobird.com/podcast/programming-tech-brief-by-hackernoon-6364125/the-5-aws-services-every-developer-must-know-to-build-ai-products-in-2026-with-real-projects.md Podcast: [Programming Tech Brief By HackerNoon](https://stenobird.com/podcast/programming-tech-brief-by-hackernoon-6364125) Published: 2026-07-19T16:00:51+00:00 Episode link: https://share.transistor.fm/s/7acd18ed Audio file: https://media.transistor.fm/7acd18ed/d2a74ee2.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/programming-tech-brief-by-hackernoon-6364125/episodes/the-5-aws-services-every-developer-must-know-to-build-ai-products-in-2026-with-real-projects Duration seconds: 830 ## Resource This story was originally published on HackerNoon at: https://hackernoon.com/the-5-aws-services-every-developer-must-know-to-build-ai-products-in-2026-with-real-projects . You don't need to know all 200+ AWS services to build AI products. You need these 5. Here's the complete beginner's guide to Amazon Bedrock, Lambda, API Gateway Check more stories related to programming at: https://hackernoon.com/c/programming . You can also check exclusive content about #developer , #aws , #artificial-intelligence , #beginners , #tutorial , #cloud-computing , #careers , #aws-services , and more. This story was written by: @cloudsavant . Learn more about this writer by checking @cloudsavant's about page, and for more stories, please visit hackernoon.com . AWS has over 200 services. You do not need most of them to build real AI products. You need 5. This guide explains each one in plain English, shows you exactly where it fits in an AI architecture, and gives you a real project to build with it, so you go from reading about AWS to actually using it. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/programming-tech-brief-by-hackernoon-6364125/episodes/the-5-aws-services-every-developer-must-know-to-build-ai-products-in-2026-with-real-projects/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/programming-tech-brief-by-hackernoon-6364125/the-5-aws-services-every-developer-must-know-to-build-ai-products-in-2026-with-real-projects.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.