Author
Sarah Kim
Platform Architect
Articles by Sarah Kim
Explainable AI for LLMs: Techniques & Hallucination Detection
Achieving transparency in LLM deployments is critical for technical decision-makers, addressing trust, compliance, and governance. This post examines practical XAI techniques using white-box inference to enhance LLM interpretability and reliability.
October 2, 2026
How to Build RAG with Open Source: vLLM, pgvector & LangGraph
Design and build AI on open source: architecture patterns, RAG with vLLM, pgvector and LangGraph, a verdict API with confidence scores, and evals.
September 29, 2026
Complete Guide to Serverless Environment Security: Essential Threat Analysis and Practical Response Strategies
As serverless environments proliferate, security threats are also evolving. This guide provides an in-depth analysis of the main security vulnerabilities in serverless architectures and presents practical response strategies for key areas such as IAM, FaaS, and data protection, offering essential guidelines for secure service operation.
August 19, 2026
Advanced RAG Revolutionizing RAG Architecture: Strategies for Maximizing Answer Accuracy with Hybrid Search and Re-ranking
This document introduces Advanced RAG strategies that enhance answer accuracy by overcoming the limitations of RAG architecture. It thoroughly discusses practical implementation methods for maximizing search quality in LLM-based systems through Sparse and Dense Hybrid Search and Re-ranking techniques.
August 10, 2026
MDR Adoption Guide: Practical Strategies for Revolutionizing Security Threat Detection with Apache Logs and AI-powered KYRA MDR
This article presents practical strategies for effectively monitoring Apache web server logs in various security environments and maximizing threat detection and response capabilities by leveraging AI-powered KYRA MDR. It emphasizes the importance of application logs regardless of the presence of security equipment and guides organizations on how to achieve tangible security outcomes through SeekersLab's integrated security solutions.
March 19, 2026
MDR, XDR, and KYRA MDR-based Security Operations Strategy Against Advanced Threats
Modern enterprises face intelligent cyber threats, and traditional security operations methods have clear limitations. This article compares and analyzes the core concepts of MDR and XDR, discusses strategic implementation methods for MDR as a Service, and presents practical ways to strengthen an organization's threat detection and response capabilities by building an integrated security operations system using SeekersLab's KYRA MDR.
March 14, 2026
Security Orchestration: A Complete Guide to Implementing an Intelligent Security Response System with Automation
In today's complex IT environment, security orchestration automates numerous security alerts and manual tasks, enabling efficient threat detection and response. This article deeply explores security orchestration, from its core concepts and practical implementation strategies to integration methods with SeekersLab solutions.
March 13, 2026
CNAPP CI/CD Integration: What to Look For and DevSecOps Best Practices
What to look for when integrating a CNAPP with CI/CD pipelines: IaC and container image scanning before deployment, policy gates that fail risky builds, runtime protection and feedback to developers, with pipeline examples.
December 20, 2025