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Part 3: Building the AI Agent with Strands Agents SDK, Prompt Caching, and AgentCore Memory
Raj Murugan
Raj Murugan
Raj Murugan
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Mar 30
Part 3: Building the AI Agent with Strands Agents SDK, Prompt Caching, and AgentCore Memory
#
aws
#
python
#
bedrock
#
agentcore
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6 min read
Part 4: Running Your AgentCore Agent Locally with Docker (The Right Way)
Raj Murugan
Raj Murugan
Raj Murugan
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Mar 30
Part 4: Running Your AgentCore Agent Locally with Docker (The Right Way)
#
docker
#
aws
#
bedrock
#
agentcore
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4 min read
Part 1: Why I Chose Amazon Bedrock AgentCore (And What Lambda Gets Wrong for AI Agents)
Raj Murugan
Raj Murugan
Raj Murugan
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Mar 30
Part 1: Why I Chose Amazon Bedrock AgentCore (And What Lambda Gets Wrong for AI Agents)
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aws
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bedrock
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agentcore
#
aiagents
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4 min read
Part 2: CDK Infrastructure for Amazon Bedrock AgentCore (And Every Gotcha You'll Hit)
Raj Murugan
Raj Murugan
Raj Murugan
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Mar 30
Part 2: CDK Infrastructure for Amazon Bedrock AgentCore (And Every Gotcha You'll Hit)
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aws
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cdk
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typescript
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bedrock
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7 min read
Part 6: Cost & Performance for Bedrock AgentCore — Prompt Caching, Model Selection, and CloudWatch Alarms
Raj Murugan
Raj Murugan
Raj Murugan
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Mar 30
Part 6: Cost & Performance for Bedrock AgentCore — Prompt Caching, Model Selection, and CloudWatch Alarms
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aws
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bedrock
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agentcore
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cost
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5 min read
Part 5: CI/CD for Bedrock AgentCore with GitHub Actions and AWS OIDC (No Stored Credentials)
Raj Murugan
Raj Murugan
Raj Murugan
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Mar 30
Part 5: CI/CD for Bedrock AgentCore with GitHub Actions and AWS OIDC (No Stored Credentials)
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githubactions
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aws
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cicd
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bedrock
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5 min read
Switching my AI voice agent from WebSocket to WebRTC — what broke and what I learned
Paul SANTUS
Paul SANTUS
Paul SANTUS
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AWS Community Builders
Mar 27
Switching my AI voice agent from WebSocket to WebRTC — what broke and what I learned
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agentcore
#
webrtc
#
bedrock
#
ai
4
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11 min read
I Found 11 Security Gaps in My Own Bedrock Agent — Here's How I Fixed Them
Nez Iribas
Nez Iribas
Nez Iribas
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Mar 27
I Found 11 Security Gaps in My Own Bedrock Agent — Here's How I Fixed Them
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aws
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security
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bedrock
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awscommunitybuilders
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17 min read
Amazon Bedrock Agents: Building an Industrial AI Assistant
Gerardo Arroyo
Gerardo Arroyo
Gerardo Arroyo
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AWS Community Builders
Mar 27
Amazon Bedrock Agents: Building an Industrial AI Assistant
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aws
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bedrock
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llm
#
iot
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12 min read
AgentCore Policy: When Your DevOps Agent Almost Deleted Production (and How to Prevent It)
Gerardo Arroyo
Gerardo Arroyo
Gerardo Arroyo
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AWS Community Builders
Mar 27
AgentCore Policy: When Your DevOps Agent Almost Deleted Production (and How to Prevent It)
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aws
#
bedrock
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agentcore
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policy
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17 min read
Amazon Bedrock AgentCore Evaluations: LLM-as-a-Judge in Production
Gerardo Arroyo
Gerardo Arroyo
Gerardo Arroyo
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AWS Community Builders
Mar 27
Amazon Bedrock AgentCore Evaluations: LLM-as-a-Judge in Production
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aws
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bedrock
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agentcore
#
llm
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12 min read
AgentCore Episodic Memory: When Your Agent Learns from Experience
Gerardo Arroyo
Gerardo Arroyo
Gerardo Arroyo
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Mar 27
AgentCore Episodic Memory: When Your Agent Learns from Experience
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aws
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bedrock
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agentcore
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memory
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15 min read
Bedrock Structured Outputs: From Begging to Contract
Gerardo Arroyo
Gerardo Arroyo
Gerardo Arroyo
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Mar 27
Bedrock Structured Outputs: From Begging to Contract
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aws
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bedrock
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python
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structuredoutputs
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8 min read
LLM + SQL: Deterministic Answers with Amazon Bedrock and Athena
Gerardo Arroyo
Gerardo Arroyo
Gerardo Arroyo
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AWS Community Builders
Mar 27
LLM + SQL: Deterministic Answers with Amazon Bedrock and Athena
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aws
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athena
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bedrock
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generativeai
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8 min read
Amazon Bedrock + RDS Aurora: Generative AI Inside Your MySQL Database
Gerardo Arroyo
Gerardo Arroyo
Gerardo Arroyo
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AWS Community Builders
Mar 27
Amazon Bedrock + RDS Aurora: Generative AI Inside Your MySQL Database
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aws
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rds
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bedrock
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aurora
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10 min read
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