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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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The bug that took me four hours to find had nothing to do with the model
alaikrm profile

The bug that took me four hours to find had nothing to do with the model

#ai #debugging #llm #rag
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2 min read
Why Your RAG System Needs Hybrid Search (And How to Actually Implement It)
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Why Your RAG System Needs Hybrid Search (And How to Actually Implement It)

#ai #llm #machinelearning #rag
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3 min read
Stop Using Fixed-Size Chunking for Everything. Here Is What to Use Instead.
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Stop Using Fixed-Size Chunking for Everything. Here Is What to Use Instead.

3 min read
Securing AI Access to HR Systems: The Architecture That Actually Works
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Securing AI Access to HR Systems: The Architecture That Actually Works

#agents #ai #architecture #security
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4 min read
When RAG Gives Wrong Answers: A Debugging Walkthrough
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When RAG Gives Wrong Answers: A Debugging Walkthrough

#ai #python #rag #tutorial
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1
3 min read
Stop Blaming the Model. Your Latency Budget Is Probably Broken.
alaikrm profile

Stop Blaming the Model. Your Latency Budget Is Probably Broken.

#ai #architecture #llm #performance
3 min read
Most Teams Ask the Wrong Question About RAG vs Fine-Tuning
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Most Teams Ask the Wrong Question About RAG vs Fine-Tuning

#ai #llm #rag #systemdesign
2 min read
Designing Memory and State for Long-Running Enterprise AI Agents
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Designing Memory and State for Long-Running Enterprise AI Agents

#agents #ai #architecture #systemdesign
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5 min read
Prompt Engineering Is Systems Design, Not a User Skill
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Prompt Engineering Is Systems Design, Not a User Skill

#ai #architecture #llm #systemdesign
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1
5 min read
The Data Ingestion Pipeline Nobody Designs Well Until Production Breaks It
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The Data Ingestion Pipeline Nobody Designs Well Until Production Breaks It

#ai #dataengineering #rag #systemdesign
5 min read
Vector Database Selection Is Not a Performance Decision
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Vector Database Selection Is Not a Performance Decision

#ai #architecture #database #rag
4 min read
The Observability Gap in Enterprise AI: What Gets Missed Between Prompt and Response
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The Observability Gap in Enterprise AI: What Gets Missed Between Prompt and Response

#ai #llm #machinelearning #monitoring
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5 min read
Why Your Embedding Model Choice Matters More Than Your LLM Choice
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Why Your Embedding Model Choice Matters More Than Your LLM Choice

#ai #llm #rag #systemdesign
5 min read
Inside PrivOS: The Architecture Pattern Behind a Self-Hosted AI Workspace
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Inside PrivOS: The Architecture Pattern Behind a Self-Hosted AI Workspace

#ai #architecture #security #systemdesign
7 min read
Permission-Aware Retrieval: The Missing Layer in Enterprise RAG Security
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Permission-Aware Retrieval: The Missing Layer in Enterprise RAG Security

#ai #architecture #rag #security
6 min read
The API Gateway Pattern for Safer Enterprise AI Agents
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The API Gateway Pattern for Safer Enterprise AI Agents

#agents #ai #architecture #security
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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.
alaikrm profile

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

#ai #data #privacy #security
6 min read
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