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How I Stopped Hallucinations in My AI Application Built on AWS Bedrock

BACKGROUND
1 SIGNALFIRST DETECTED 1 April 2026
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How the story developed
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18 May
I Caught My AI Agent Hallucinating Revenue (And Built an Observability Layer to Stop It)

<h1> How I Caught My AI Agent Lying to Me (And What It Taught Me About Autonomous Business Systems) </h1> <p>Three weeks ago, my AI agent filed a status report claiming £17.97 in

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30 Sept
Grounding and Citations: Answers You Can Check

<p>In Part 5 we saw how hybrid search and re-ranking can dramatically improve retrieval quality. Now we tackle the next challenge: making sure the answers built from those

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27 Mar
Amazon Bedrock Guardrails: Architecting Safe, Governed Generative AI by Design

<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

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22 Mar
A post-mortem on the fastest database breach of 2026 - and the quality gate that would have stopped it cold.

<p>On January 28, 2026, Moltbook launched to considerable fanfare. The pitch was bold: an "agent-first, human-second" social network where 1.5 million autonomous AI agents could

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29 Mar
Why I Built a Brain for My AI Agents — and What It Taught Me About Memory

<p>`---<br /> title: "Why I Built a Brain for My AI Agents — and What It Taught Me About Memory"<br /> published: true<br /> description: "Anamnesis v0.3.0: The cognitive

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25 Sept
How to Secure a Custom AI Application: From Prompt Injection to Data Leakage

<p>The security controls organizations need when putting AI applications into production.</p> <p>Building a custom AI application is easier than ever.</p> <p>A team can connect an

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29 Mar
LamRAG: AI-Powered Feedback Analysis Using Amazon Bedrock

<p>There were a lot of great talks at AWS Student Community Day Tirupati on November 1, 2025. But the one that really jumped out was "LamRAG: From data to constructive insights

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14 May
I Built a Full-Stack AI Second Brain App Without Writing a Single Line of Backend Code

<blockquote> <p>PDF OCR, semantic mind maps, RAG search, and a hierarchical tag system — all generated through conversations with an AI app builder.</p> </blockquote> <p>I want to

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