LamRAG: AI-Powered Feedback Analysis Using Amazon Bedrock

<p>As a solo developer, the biggest bottleneck isn't usually the ideas—it's the time required to execution. Recently, I wanted to launch a suite of free web tools for developers

<!-- SC_OFF --><div class="md"><p>I am curious how non-coders are currently using frontier ai models and capabilities. Specifically in technical fields.</p> <p>I am a mechanical

<p>title: How I Stopped Hallucinations in My AI Application Built on AWS Bedrock<br /> published: false<br /> description: A builder's guide to prompt engineering, guardrails, and

<p>When I started designing the RAG architecture for the internal AI assistant project, one of the first decisions I had to make was:</p> <blockquote> <p><strong>Where should the

<p><em>This is a submission for the <a href="https://dev.to/challenges/hacktoberfest-week2-2026-10-12">Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle</a></em></p> <h2>

<p>Generative AI is becoming a core capability for modern applications, and Amazon provides a powerful managed platform through Amazon Bedrock to build AI applications without

<p><strong>Why Guardrails are important for Generative AI</strong> </p> <p>Generative AI unlocks massive productivity gains - but without proper controls, it can just as easily