📰 Dev.to · Gerardo Arroyo
Articles from Dev.to · Gerardo Arroyo · 14 articles · Updated every 3 hours · View all reads
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⚡ AI Lessons (9465)
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Dev.to · Gerardo Arroyo
1d ago
Your Coding Agent Will Never Start From Scratch Again: Session Storage in AgentCore Runtime
Picture this: your coding agent spent the last 40 minutes scaffolding a Node.js project. It...

Dev.to · Gerardo Arroyo
2w ago
LLM + SQL: Deterministic Answers with Amazon Bedrock and Athena
Introduction In today's dynamic landscape of generative artificial intelligence, large...

Dev.to · Gerardo Arroyo
2w ago
Amazon Bedrock Agents: Building an Industrial AI Assistant
The Silent Revolution in Industry 🏭 I recently had a conversation with a colleague about...

Dev.to · Gerardo Arroyo
2w ago
Amazon Bedrock Multi-Agent: AI Agent Orchestration in Production
During a recent conversation with a group of friends, two of them digital marketing specialists, I...

Dev.to · Gerardo Arroyo
2w ago
Amazon Bedrock Guardrails: Content Filters, PII, and Streaming
A few days ago, while exploring the capabilities of different language models in my personal lab, I...

Dev.to · Gerardo Arroyo
2w ago
Amazon Bedrock Intelligent Prompt Routing: Cut AI Costs by 94%
Curiosity as the Engine of Exploration The arrival of Intelligent Prompt Routing in...

Dev.to · Gerardo Arroyo
2w ago
Automating Product Reviews with Amazon Bedrock Flows and Claude 3.5
The Power of Generative Models in Workflows In the world of digital marketing, product...

Dev.to · Gerardo Arroyo
2w ago
Amazon Bedrock Session Management: AI Context Persistence
Amazon Bedrock Session Management APIs: State Persistence in Generative AI...

Dev.to · Gerardo Arroyo
2w ago
Model Context Protocol and Amazon Bedrock: Building a Digital Forensics Assistant
Model Context Protocol and Amazon Bedrock: Building a Digital Forensics Analysis...

Dev.to · Gerardo Arroyo
2w ago
Amazon Bedrock Automated Reasoning Checks: Eliminate Hallucinations with AI
Amazon Bedrock Guardrails Automated Reasoning Checks: When Mathematics Defeats...

Dev.to · Gerardo Arroyo
2w ago
Amazon Bedrock AgentCore Evaluations: LLM-as-a-Judge in Production
A Keynote in Las Vegas That Changed the Game 🎲 It was December 2, 2025, the second day...

Dev.to · Gerardo Arroyo
2w ago
AgentCore Policy: When Your DevOps Agent Almost Deleted Production (and How to Prevent It)
It's 2:37 AM on Sunday. Your phone is exploding with PagerDuty, Slack, and CloudWatch...

Dev.to · Gerardo Arroyo
2w ago
AgentCore Episodic Memory: When Your Agent Learns from Experience
AgentCore Episodic Memory: When Your Agent Learns from Experience You've spent weeks...

Dev.to · Gerardo Arroyo
2w ago
Bedrock Structured Outputs: From Begging to Contract
I had a working system. An agent that processed the AWS RSS feed several times a day, filtered...
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