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AlaiKrm

System Architect / Freelance AI Architect, San Francisco (USA) / Now PST, Lead Business Analyst and Independent Systems Engineer. Specializing in consulting technical solutions; Integrate APIs and bui

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Designing Memory and State for Long-Running Enterprise AI Agents

Designing Memory and State for Long-Running Enterprise AI Agents

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5 min read
Prompt Engineering Is Systems Design, Not a User Skill

Prompt Engineering Is Systems Design, Not a User Skill

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5 min read
The Data Ingestion Pipeline Nobody Designs Well Until Production Breaks It

The Data Ingestion Pipeline Nobody Designs Well Until Production Breaks It

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5 min read
Vector Database Selection Is Not a Performance Decision

Vector Database Selection Is Not a Performance Decision

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4 min read
The Observability Gap in Enterprise AI: What Gets Missed Between Prompt and Response

The Observability Gap in Enterprise AI: What Gets Missed Between Prompt and Response

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5 min read
Why Your Embedding Model Choice Matters More Than Your LLM Choice

Why Your Embedding Model Choice Matters More Than Your LLM Choice

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5 min read
Inside PrivOS: The Architecture Pattern Behind a Self-Hosted AI Workspace

Inside PrivOS: The Architecture Pattern Behind a Self-Hosted AI Workspace

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7 min read
Permission-Aware Retrieval: The Missing Layer in Enterprise RAG Security

Permission-Aware Retrieval: The Missing Layer in Enterprise RAG Security

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6 min read
The API Gateway Pattern for Safer Enterprise AI Agents

The API Gateway Pattern for Safer Enterprise AI Agents

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5 min read
Your AI Vendor's "Zero Data Training" Clause Won't Hold Up. Here's What the Contract Actually Says.

Your AI Vendor's "Zero Data Training" Clause Won't Hold Up. Here's What the Contract Actually Says.

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6 min read
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