AI Briefing#kubernetes
The latest AI and developer news about #kubernetes, with the original source and a short summary.
The latest AI and developer news about #kubernetes, with the original source and a short summary.
SK Planet applied OPA and the sidecar pattern to reduce the complexity of JIRA permission logic and improve performance.
KakaoPay Securities adopted **Cilium Egress Gateway** to secure network management efficiency and security visibility.
This explains the roles of Kubernetes' core components and the application deployment process through a restaurant analogy.
Devsisters shared their case of using Datadog to ensure the stability of their game services and improve monitoring efficiency.
KakaoPay shares how it resolved a concurrency issue encountered while operating a Slackbot in a distributed system environment, using transactions and Lock.
The Kubernetes control plane operates the system through the Hub and Spoke pattern and a declarative approach, centered on the API Server.
Kurly migrated its Airflow operating environment to Kubernetes, cutting costs by 50% and resolving GitSync and OOM issues.
Build a Petclinic operator by implementing CRDs, Reconciler, and Dependent Resources with the Java Operator SDK.
By separating Karpenter from the ASG and applying constraints and reservation settings, they achieved both stability and cost savings.
Kurly's Data Service Development Team built a zero-downtime real-time serving system for its cart recommendation model through TorchServe tuning and GracefulShutdown implementation.
LangSmith, LangChain's LLM DevOps platform, has launched as an Azure Kubernetes Application through Azure Marketplace.
Kakaopay Securities built and is stably operating a Kubernetes-based Redis platform to support its hybrid architecture.
KakaoPay's DevOps team leveraged Google's Autopilot paper to optimize Kubernetes resource allocation and reduce server costs.
A Devsisters engineer discovered a bug in cert-manager's certificate chain configuration and contributed the fix to open source.
Kakaopay Securities built a CDC pipeline using Kafka and Debezium to transfer data in real time from Oracle to MongoDB.
Kubernetes Pod clustering improved real-time statistics and cache sharing performance.
Feature Flags decouple feature rollout from rollback to reduce the risk of Production deployments.
Spring Boot 3.0 Native Image reduced Kubernetes pod readiness time from 50 seconds to 2 seconds.
Kakao Pay shares the technical challenges and solutions it encountered while integrating a partner's legacy library, whose development support had been discontinued, with modern infrastructure.
The KakaoPage web team resolved CPU overload and TPS degradation on their BFF server, caused by the default `keepAlive` value (false) in Node.js HTTP Agent, by explicitly setting it to true.
SK Planet has developed its own search system based on AWS and Elasticsearch and applied it to services such as OK Cashbag, with plans to integrate it with generative AI in the future.
Coupang's ML Platform standardizes everything from notebooks to deployment to make ML development and operations fast.
Boosted CPU serving performance 4x through torchserve thread configuration and ipex pinning.
Finda integrated metrics, logs, and traces with the LGTM stack to improve observability and operational efficiency.