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Latest Posts by Elizabeth Fuentes L

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OpenSearch & Valkey User Group launch!, Mon, Apr 20, 2026, 6:00 PM | Meetup Join us for an evening exploring the open source data stack powering the **OpenTelemetry Astronomy Shop** the official OTel reference demo used by 30+ vendors as their obse

🚀 First OpenSearch & Valkey User Group meetup in SF!

📅 Apr 20 · 6–8 PM
📍 AWS Builder Loft

Talks on Valkey + PostgreSQL caching and OpenTelemetry observability. Food, drinks, demo code.

Free → buff.ly/Lv4iDAZ

#OpenSearch #Valkey #OpenTelemetry #OpenSource #AI

8 hours ago 1 0 0 0
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Multichannel AI Agent: Shared Memory Across Messaging Platforms Build an AI chatbot that remembers users across WhatsApp and Instagram using Amazon Bedrock...

Three CDK stacks. Channel-agnostic core. Full code open source.

WhatsApp and Instagram are the first integrations, but the memory and identity layers work with any messaging platform.

ift.tt/gN2DUpo

#AI #Chatbot #Agents #AWS #LLM

21 hours ago 0 0 0 0

The trick: unified identity + two memory layers.

Each channel gets a deterministic user ID, mapped to one actor in Amazon Bedrock AgentCore Memory. Adding a new platform (Slack, Telegram, Discord) means adding one ID pattern.

Short-term memory handles turns. Long-term memory stores facts forever.

21 hours ago 0 0 1 0
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Your AI chatbot forgets everything when users switch between messaging platforms.

I built a multichannel agent with shared memory that fixes this. Demo uses WhatsApp + Instagram, but the pattern works with any channel 🧵

21 hours ago 1 1 1 0
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5 Techniques to Stop AI Agent Hallucinations in Production Deploy 5 production-ready techniques to stop AI agent hallucinations using Amazon Bedrock AgentCore, DynamoDB steering rules, Lambda tools, and Graph-RAG with Neo4j.

🚀📝 5 Techniques to Stop AI Agent Hallucinations in Production

1 day ago 0 0 0 0
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Detén las Hallucinations en Agentes de IA: 4 Técnicas Esenciales 4 técnicas para detener las hallucinations en AI agents: Graph-RAG para recuperación precisa de...

🚨 4 techniques to stop AI hallucinations: Graph-RAG, semantic tool selection & more! Read my latest blog post on preventing AI agent errors 🤖 #AITips

2 days ago 0 0 0 0
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Runtime Guardrails for AI Agents - Steer, Don't Block Most agent guardrails do one thing: block. The agent hits a rule, the workflow stops, and the user...

AI agents that self-correct? 🤯 New blog post reveals how Agent Control steers instead of blocking. Read now! 🚀 #AIInnovation

2 days ago 1 0 0 0
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Tiempo real en aplicaciones web: Polling vs Subscriptions En este artículo vas a entender las dos estrategias principales para mantener datos frescos en tu...

🚀📝 Tiempo real en aplicaciones web: Polling vs Subscriptions

3 days ago 0 0 0 0
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AWS Weekly Roundup: AWS AI/ML Scholars program, Agent Plugin for AWS Serverless, and more (March 30, 2026) | Amazon Web Services Last week, what excited me most was the launch of the 2026 AWS AI & ML Scholars program by Swami Sivasubramanian, VP of AWS Agentic AI, to provide free AI education to up to 100,000 learners worldwide....

📰🚨 AWS Weekly Roundup: AWS AI/ML Scholars program, Agent Plugin for AWS Serverless, and more (March 30, 2026)

4 days ago 0 1 0 0
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AI Agents Don’t Need Complex Workflows. Build One in Python in 10 Minutes Building an AI agent in Python can be as easy as giving a model some tools and letting it figure out...

🚀📝 AI Agents Don’t Need Complex Workflows. Build One in Python in 10 Minutes

5 days ago 0 0 0 0
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8 Agents Wrote Perfect Components - And Nothing Worked Parallel AI agents write correct code that doesn't integrate. Fix it by extracting shared contracts before generation and running a review agent across all boundaries after.

🚀📝 8 Agents Wrote Perfect Components - And Nothing Worked

5 days ago 0 0 0 0
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My 8 Agents Wrote Perfect Components - And Nothing Worked Parallel AI agents write correct code that doesn't integrate. Fix it by extracting shared contracts before generation and running a review agent across all boundaries after.

🚀📝 My 8 Agents Wrote Perfect Components - And Nothing Worked

6 days ago 0 0 0 0
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AI Agents Are Your API's Biggest Consumer. Do They Care About Good Design? We've always designed APIs for humans. A well built API means obsessing over naming conventions,...

🚀📝 AI Agents Are Your API's Biggest Consumer. Do They Care About Good Design?

6 days ago 0 0 1 0
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Announcing Amazon Aurora PostgreSQL serverless database creation in seconds | Amazon Web Services AWS introduces a new express configuration for Amazon Aurora PostgreSQL, a streamlined database creation experience with preconfigured defaults designed to help you get started in seconds. With Aurora...

📰🚨 Announcing Amazon Aurora PostgreSQL serverless database creation in seconds

1 week ago 0 0 0 0
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Stop AI Agent Hallucinations: 4 Essential Techniques 4 techniques to stop AI agent hallucinations: Graph-RAG for precise data retrieval, semantic tool...

The fix for AI agent hallucinations isn't a better prompt. It's a database row.
I deployed 5 anti-hallucination techniques to production on AWS.

Part 6/6 of the series. Full code + CDK stacks:

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Swapping Participant Tokens in Real-Time with Amazon IVS Version 1.33.0 of the Amazon IVS Web Broadcast SDK introduced a new exchangeToken() API that lets you...

🚀📝 Swapping Participant Tokens in Real-Time with Amazon IVS

1 week ago 0 0 0 0
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AWS AI & ML Scholars is open for 2026: Get started on your AI learning journey | Amazon Web Services The AWS AI & ML Scholars program powered by AWS Skill Builder expands access to foundational AI education and upskilling for students and aspiring technologists who may have had limited access...

AWS AI & ML Scholars is open for 2026: Get started on your AI learning journey

1 week ago 1 0 0 0
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Arrays: Los bloques fundamentales de la programación Bienvenido a esta serie de artículos donde cubrimos temas fundamentales de computación. Hoy...

🚀📝 Arrays: Los bloques fundamentales de la programación

1 week ago 0 0 0 0
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Escala Inteligente con Microservicios Serverless Cuándo dividir, cómo conectar y qué patrones usar para no crear un monolito distribuido. Hace un...

🚀📝 Escala Inteligente con Microservicios Serverless

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AppSync: Tu primer Resolver de GraphQL En el artículo anterior, desplegamos nuestro esquema en AWS AppSync. Creamos una API de GraphQL...

🚀📝 AppSync: Tu primer Resolver de GraphQL

1 week ago 0 0 0 0
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Improve your AI skills: New AWS learning paths on JetBrains | Amazon Web Services To help developers and engineers gain skills employers are seeking, we're excited to announce new AWS and JetBrains Skill Paths: Build and Deploy Custom LLMs with Python and AWS and From ML to GenAI:...

Improve your AI skills: New AWS learning paths on JetBrains

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New courses and certification updates from AWS Training and Certification in March 2026 | Amazon Web Services Welcome to March's post announcing new training course launches and certification launches — helping equip you and your teams with the skills to work with AWS services and solutions. This month, we...

New courses and certification updates from AWS Training and Certification in March 2026

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AWS Weekly Roundup: NVIDIA Nemotron 3 Super on Amazon Bedrock, Nova Forge SDK, Amazon Corretto 26, and more (March 23, 2026) | Amazon Web Services Hello! I’m Daniel Abib, and this is my first AWS Weekly Roundup. I’m a Senior Specialist Solutions Architect at AWS, focused on the generative AI and Amazon Bedrock. With over 28 years of experience...

📰🚨 AWS Weekly Roundup: NVIDIA Nemotron 3 Super on Amazon Bedrock, Nova Forge SDK, Amazon Corretto 26, and more (March 23, 2026)

1 week ago 0 0 0 0
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How to Stop My Agent from Getting Me Fired This is fiction. For now. I have an AI agent connected to my email and Slack. It can read...

AI could accidentally get you fired! 4 pro tips to keep your digital agent safe and professional 🛡️ #AIWorkSafety

1 week ago 0 0 0 0
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Dash It All! Is AI Em Dash Addiction Real? Happy Friday. Let's talk about punctuation. If you've spent any time reading AI-generated text,...

🚀📝 Dash It All! Is AI Em Dash Addiction Real?

2 weeks ago 0 0 0 0
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Why AI Agents Fail: 3 Failure Modes That Cost You Tokens and Time AI agents don't fail like traditional software — they don't crash with a stack trace. They fail...

What are the 3 most common reasons AI agents waste tokens?

1. Context overflow (200KB in context → silent failure)
2. MCP timeout (API blocks agent → 424 error)
3. Reasoning loops (same tool called 14x → no answer)

2 weeks ago 0 0 0 0
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How to Stop My Agent from Getting Me Fired This is fiction. For now. I have an AI agent connected to my email and Slack. It can read...

🚀📝 How to Stop My Agent from Getting Me Fired

2 weeks ago 0 0 0 0
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The Agent Buddy System: When Prompt Engineering Isn't Enough Most AI agents don’t reliably follow directions, and that’s one of the biggest reasons they never...

🚀📝 The Agent Buddy System: When Prompt Engineering Isn't Enough

2 weeks ago 1 0 0 0
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AWS Lambda Durable Functions + IA: el combo que no sabías que necesitabas Cómo instalar y usar el nuevo Kiro Power para Lambda Durable Functions paso a paso. En el...

🚀📝 AWS Lambda Durable Functions + IA: el combo que no sabías que necesitabas

2 weeks ago 0 0 0 0
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Our First 2026 Heroes Cohort Is Here! | Amazon Web Services We’re thrilled to celebrate three exceptional developer community leaders as AWS Heroes. These individuals represent the heart of what makes the AWS community so vibrant. In addition to sharing technical...

📰🚨 Our First 2026 Heroes Cohort Is Here!

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