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Collection of articles by AWS Developer Advocates

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Articles written by current and past AWS Developer Advocates to help people interested in building on AWS. Opinions are each author's own.

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How AI Actually Calls an API? Tool Calling Explained from Scratch
rohini_gaonkar profile

How AI Actually Calls an API? Tool Calling Explained from Scratch

#ai #mcp #aws #tutorial
5
Comments
11 min read
How to Stop AI Agent Memory Poisoning
elizabethfuentes12 profile

How to Stop AI Agent Memory Poisoning

#ai #aws #tutorial #python
15
Comments
10 min read
Prompt Caching Isn't Enough
elizabethfuentes12 profile

Prompt Caching Isn't Enough

#ai #aws #llm #caching
12
Comments
10 min read
Strands Robots: How a robot becomes an agent tool [plus a cheat sheet!]
brooke_jamieson profile

Strands Robots: How a robot becomes an agent tool [plus a cheat sheet!]

#robotics #ai #agents #programming
11
Comments
9 min read
AI Agent Memory: What to Store and What to Throw Away
elizabethfuentes12 profile

AI Agent Memory: What to Store and What to Throw Away

#ai #aws #tutorial #python
16
Comments 1
14 min read
How a Strands agent took Claude Opus 5 from 30% to 99.95% on ARC-AGI-3
morganwilliscloud profile

How a Strands agent took Claude Opus 5 from 30% to 99.95% on ARC-AGI-3

#ai #agents #aws #programming
26
Comments 7
7 min read
Graph Memory: When Vector Search Fails
elizabethfuentes12 profile

Graph Memory: When Vector Search Fails

#ai #aws #tutorial #python
16
Comments
7 min read
Build a Full-Stack Music Station with OpenRouter, Amazon Bedrock, and Nuxt

Strict loopback security enforced
erikch profile

Build a Full-Stack Music Station with OpenRouter, Amazon Bedrock, and Nuxt

#nuxt #aws #ai #webdev
24
Comments 4
10 min read
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