VVishnuinmeshworld.hashnode.dev·6d ago · 1 min readWhat Are AWS Strands Agents? A Developer's GuideAWS open-sourced a model-driven AI agent SDK. Here's why it's different from LangChain, LlamaIndex, and CrewAI. Summary AWS Strands Agents is an open-source (Apache 2.0), model-driven SDK for building00
VKVenkatesh Kinvenkatesh111.hashnode.dev·Jun 16 · 8 min readHow My First Claude Code on AWS Bedrock Experiment Cost Me $8.43 in Just One DayWhy I Even Tried Claude Code on Bedrock I have been using Claude Code for a while now, connected to Anthropic directly. It works well. But two things were bothering me. First, the usage limits. Claude00
NCN Chandra Prakash Reddyindevopstour.hashnode.dev·Jun 16 · 9 min readThe Future is Conversational: Analyzing Cloud Networks with GenAII had the fantastic opportunity to attend the AWS Student Community Day in Tirupati on November 1, 2025. The sessions were great and covered a wide spectrum of cloud subjects but one particular speake00
PSPragnesh Shahinpragmatic-builder.hashnode.dev·Jun 4 · 11 min readI Used DeepSeek R1 + Open Data to Challenge AI ROIThree conversations are happening in organisations right now. 'We deployed AI right before the rebound — the numbers recovered immediately.' 'Our AI rollout worked. Numbers are up, team is faster.' '00
MBMarika Bergmaninblog.marikabergman.com·Jun 3 · 8 min readPersonalising LLM Output with DynamoDB and Deterministic Filters When I started building an application that extracts key concepts and vocabulary from a text, I thought I could handle personalisation through the prompt alone. It turned out that getting reliable res30
PHPierre-Francois Hinblogs.houessou.com·Jun 2 · 17 min readHardening my AI Todo Assistant Against Prompt InjectionTL;DR: I shipped a Bedrock Agent todo chatbot and then found I could read another user's todos via prompt injection. The fix that mattered most: promptSessionAttributes is a hint, not enforcement — re00
PSPragnesh Shahinpragmatic-builder.hashnode.dev·May 31 · 8 min readI Built a RAG System That Actually Works — Hybrid Search, Reranking, and the Decisions That MatteredDisclaimer: The content presented here represents my own personal views and opinions. I built a RAG pipeline that retrieves the right answer from my personal knowledge base on the first try — with sou00
JGJames Gainesinblog.gainesai.com·May 29 · 8 min readMulti-model orchestration in Amazon Bedrock Converse APIThe AI industry has a continuous pipeline of models in various stages of development and release. As one frontier model gains adoption, another is already approaching launch with new capabilities, dif62YC
PHPierre-Francois Hinblogs.houessou.com·May 26 · 9 min readAdding an AI Chatbot to my Todo App on AWSTL;DR: I added a natural-language chat panel to my serverless todo app, backed by a Bedrock Agent that calls the existing API as its action group. This post is the parts the standard tutorials skip: h20
SBSasiram Beekeinbksdevops.hashnode.dev·May 17 · 4 min readBuilding an AI-Powered Pull Request Reviewer using AWS Bedrock, Lambda & GitHubAutomating code reviews using Generative AI and Serverless AWS Services. 📌 Introduction Code reviews are one of the most important parts of software development. They help improve: Code quality Se00
