🚀 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
Latest Posts by Elizabeth Fuentes L
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
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.
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 🧵
🚨 4 techniques to stop AI hallucinations: Graph-RAG, semantic tool selection & more! Read my latest blog post on preventing AI agent errors 🤖 #AITips
AI agents that self-correct? 🤯 New blog post reveals how Agent Control steers instead of blocking. Read now! 🚀 #AIInnovation
📰🚨 AWS Weekly Roundup: AWS AI/ML Scholars program, Agent Plugin for AWS Serverless, and more (March 30, 2026)
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:
📰🚨 AWS Weekly Roundup: NVIDIA Nemotron 3 Super on Amazon Bedrock, Nova Forge SDK, Amazon Corretto 26, and more (March 23, 2026)
AI could accidentally get you fired! 4 pro tips to keep your digital agent safe and professional 🛡️ #AIWorkSafety
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)