AI Briefing
NHN Cloud news
The latest AI and developer news from NHN Cloud, with short summaries.
Visit website →NHN Cloud cuts incident root-cause analysis time to 4–10 minutes with AI harness 'Silver Bullet'
NHN Cloud applied the AI harness 'Silver Bullet' to team workflows, reducing incident root-cause analysis time to 4–10 minutes.
Hallucinations in AI Translation: Structural Limitations Revealed by Odyssey and KBS Live Broadcast Errors
Evaluation of 17 LLMs revealed hallucination rates of 33–60%, with the absence of a verification layer identified as the primary cause.
PickNHN Cloud Unveils 'GPU Live', an Integrated Solution for AI Training and GPU Operations
A multi-tenant all-in-one solution installable on both on-premises and cloud environments, supporting dynamic allocation and automatic reclamation.
PickNHN Cloud Developer's Experience Building an AI Harness: There Is No Silver Bullet
A firsthand account of spending a month refining an AI harness to solve the problem of repetitive initialization in every AI session.
PickThe Normalization of AI Translation: Principles of LLM-Based Translation and Structural Differences from NMT
This analysis explores the background of AI translation becoming commonplace and how the LLM's Decoder-Only structure differs from existing NMT.
A Developer's Guide to Post-Quantum Cryptography (PQC-ML-KEM)
This article outlines the principles and application strategies of ML-KEM, the NIST PQC standard designed to counter quantum computing threats.
The Token Bargain Sale Will End Someday
The era of discounted AI coding tokens is ending, making cost and fundamental skill management increasingly important.
Analysis of Redis and Valkey Security Vulnerability (CVE ID Included)
Analyzes a RESP injection vulnerability (CVE-2025-67733) occurring during Lua script execution in Valkey and Redis.
Introducing EasyQueue, Kafka That Eases Operational Burden
NHN Cloud has unveiled EasyQueue, a fully managed Kafka service that handles cluster operations while preserving Kafka's flexibility.
MySQL 3 minutes vs ClickHouse 0.3 seconds, the same query
NHN Cloud compared the same aggregation query and found ClickHouse up to 693 times faster.
Certificate Deep Dive Series 3: Zero Trust and mTLS
The article explains that mTLS is the core technology for zero trust communication.
NHN Cloud Tech Blog Shares 'Artifact Driven Development' Experience for Parallel AI Agent Development
To overcome the inefficiency of monitoring execution processes when running AI coding agents in parallel, the blog introduces the 'Artifact Driven Development' methodology, which reviews only deliverables such as Plan, Test Case, and Code.
Responding to Shortened Certificate Validity Periods: A Guide to Building Automation Based on the ACME Protocol
Introduced automation methods using tools such as Certbot, acme.sh, and cert-manager in response to the trend of validity periods being shortened to 200 days or less.
Converting a Figma Design System into C++ Code with Claude Code
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A Deep Dive into Certificates Series 1: What Is a Certificate? The Start of Digital Trust
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The Age of Unreadable Code
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A Roundup of 2025 Frontend News
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Why Vertically Centered Text Can Look Off
Even when text is vertically centered, it can visually appear off to one side.
AI Coding Tool Security Guide: Real Incident Cases and How to Build a DevContainer Isolated Environment
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What Happens When You Use Kubernetes CPU Limit
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