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Heartlin Machado

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How I Built a RAG System Over more than 100 USCIS Administrative Appeals Office Decisions with Gemini
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How I Built a RAG System Over more than 100 USCIS Administrative Appeals Office Decisions with Gemini

#buildwithgemini #ai #immigration #rag
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8 min read

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How to Generate Cryptographic Proof of AI Agent Authorization (EU AI Act Article 14)
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How to Generate Cryptographic Proof of AI Agent Authorization (EU AI Act Article 14)

#ai #webdev #security #opensource
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4 min read
Sharding Hot Partitions in DynamoDB: Why Your Single-Partition Log Table Will Break at Scale
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Sharding Hot Partitions in DynamoDB: Why Your Single-Partition Log Table Will Break at Scale

#dynamodb #aws #database #architecture
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6 min read
DynamoDB Streams and Lambda for Real-Time Threat Detection: The Event Pipeline DynamoDB Was Built For
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DynamoDB Streams and Lambda for Real-Time Threat Detection: The Event Pipeline DynamoDB Was Built For

#dynamodb #aws #lambda #serverless
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7 min read
17 Access Patterns, Zero Scans, One DynamoDB Table: Single-Table Design for a 37-Endpoint SaaS
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17 Access Patterns, Zero Scans, One DynamoDB Table: Single-Table Design for a 37-Endpoint SaaS

#dynamodb #aws #nextjs #vercel
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5 min read
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