Kubernetes Programming Tutorials & Engineering Articles

The article discusses how Airbnb manages dynamic configuration changes safely and reliably at scale.

The article discusses how NVIDIA Run:ai enhances AI workload performance through dynamic GPU fractioning, enabling efficient resource allocation and high throughput for large language models (LLMs).

The article discusses the development and implementation of Spot Balancer, a tool created by Notion in collaboration with AWS to optimize the cost and reliability of running Apache Spark on Kuberne...

The article discusses the evolving role of metrics in observability, emphasizing that while they remain important, their function is shifting towards being an optimization layer rather than the cor...

ClickHouse 26. 1 is a major release featuring 25 new features, 43 performance optimizations, and 176 bug fixes.

This article from Anthropic's engineering team quantifies how infrastructure configuration—specifically resource allocation and enforcement methodology—introduces significant noise into agentic cod...

The article discusses the introduction of time-based fairshare in NVIDIA Run:ai v2.

Shopify uses SkyPilot, an open-source framework, to manage GPU-intensive ML training workloads across multiple cloud providers (Nebius and GCP).

The article discusses securing agents in production using Palantir's Agentic Runtime, focusing on the security architecture necessary for operational AI agents.

OpenAI details how they scaled PostgreSQL to support 800 million ChatGPT users, achieving millions of queries per second through a single-primary architecture with nearly 50 read replicas across mu...

The article discusses how to build and orchestrate end-to-end synthetic data generation (SDG) workflows using NVIDIA Isaac Sim and NVIDIA OSMO.

Uber Engineering details their migration from a legacy monolithic monitoring system to a modern, cloud-native observability platform for their corporate network infrastructure.

The article discusses the NVIDIA Rubin platform, which introduces six new chips designed to create a powerful AI supercomputer.

This article discusses the implementation of horizontal autoscaling for Retrieval-Augmented Generation (RAG) components on Kubernetes, focusing on NVIDIA's microservices architecture.

OpenAI has co-founded the Agentic AI Foundation (AAIF) under the Linux Foundation to promote open-source agentic AI.

The article discusses NVSentinel, an open-source system designed to automate the monitoring and health management of Kubernetes AI clusters, particularly those utilizing NVIDIA GPUs.

The article discusses the use of AI Model Distillation to create efficient financial data workflows, focusing on the optimization of large language models (LLMs) for applications in quantitative fi...

The article discusses the deployment of secure, data-driven AI agents using NVIDIA's AI-Q Research Assistant and Enterprise RAG Blueprints on AWS.

The article discusses the NVIDIA Collective Communications Library (NCCL) and its capabilities for building scalable and fault-tolerant applications.

The article discusses the introduction of a new Kubernetes abstraction called ComputeDomains, designed to facilitate secure GPU-to-GPU memory operations across node boundaries in multi-node NVLink ...

The article discusses NVIDIA Grove, a Kubernetes API designed to streamline complex AI inference workloads by managing multicomponent systems.

The October 2025 edition of What's New in ClickStack highlights significant updates to the open-source observability stack for ClickHouse, including the introduction of alerting features, customiza...

This article discusses the implementation of zone failure resilience in Apache Pinot at Uber, detailing strategies to ensure uninterrupted service during zone failures.

Netflix introduces Spin, a new feature in Metaflow 2.

The article reflects on a decade of AI platform development at Pinterest, detailing the evolution from fragmented machine learning stacks to a unified AI platform that supports various models.

This article discusses the integration of NVIDIA AI Blueprints for enhancing video analytics through the combination of Video Search and Summarization (VSS) and Retrieval-Augmented Generation (RAG).

The article discusses how NVIDIA Run:ai enhances AI infrastructure management on Microsoft Azure by optimizing GPU utilization and simplifying workload orchestration.

This article details Slack's approach to making Chef infrastructure deployments safer by splitting a single production Chef environment into six bucketed environments (prod-1 through prod-6) mapped...

The article discusses Corrosion, a novel service discovery system developed by Fly. io that addresses the challenges of state synchronization in distributed systems.

The article discusses the challenges and solutions for scaling large Mixture-of-Experts (MoE) models using Wide Expert Parallelism on NVIDIA's NVL72 rack-scale systems.

The article discusses memory management on hardware-coherent platforms, specifically focusing on the differences between Non-Uniform Memory Access (NUMA) and Coherent Driver-based Memory Management...

This article details how Airbnb evolved the traffic management system for Mussel, their multi-tenant key-value store for derived data, from simple QPS-based rate limiting to a layered, adaptive qua...

Slack's Deploy Safety Program, launched in mid-2023, achieved a 90% reduction in customer impact hours by January 2025 through automated detection, remediation, and cultural changes across all depl...

The article announces that the Cadence project has joined the Cloud Native Computing Foundation (CNCF), highlighting its commitment to open-source development.

The article discusses the implementation of NVIDIA NV-Tesseract and NVIDIA NIM for smarter anomaly detection in semiconductor manufacturing.

The article discusses the integration of the NVIDIA KAI Scheduler with Ray, enabling advanced scheduling features like gang scheduling, workload prioritization, and autoscaling in Ray clusters.

The article discusses the integration of NVIDIA Run:ai v2. 23 with NVIDIA Dynamo to address the challenges of large language model (LLM) inference across distributed environments.

The article discusses the integration of the Apigee Operator for Kubernetes with the GKE Inference Gateway to enhance API management for AI and Large Language Models (LLMs).

Airbnb completely rearchitected Mussel, their core key-value store for derived data, migrating from v1 to v2 with a NewSQL backend.

Uber's migration from Spark 2. 4 to Spark 3. 3 involved upgrading over 2 million Spark applications, utilizing innovative automation tools like Iron Dome.

The article discusses the rising costs associated with observability in software engineering and proposes a shift towards open, cost-efficient architectures.

The article discusses the evolution and modernization of Viaduct, Airbnb's data-oriented service mesh, highlighting its transition to open-source software.

The article discusses the deployment of scalable AI inference using NVIDIA NIM Operator 3. 0. 0, highlighting its capabilities in managing AI inference pipelines across Kubernetes environments.

The article discusses Pinterest's transition to Moka, a next-generation data processing platform built on AWS Elastic Kubernetes Service (EKS).

This article discusses how to instrument a Next. js application using OpenTelemetry and ClickStack, focusing on the integration of observability and analytics through ClickHouse.

The article discusses how Palantir implemented in-toto to enhance their software supply chain security, detailing the challenges faced and lessons learned throughout the process.

The article discusses Pinterest's journey in enhancing developer experience through the creation of PinConsole, an Internal Developer Platform built on Backstage.

The article discusses how NVIDIA's hardware innovations, particularly the Blackwell architecture and NVFP4 precision, along with their open source contributions, are driving advancements in AI.

The article discusses NVIDIA Omniverse Kit App Streaming, a solution for deploying and streaming 3D applications built with NVIDIA's SDKs directly to browsers.

The article discusses Palantir's approach to scaling on-premises security through their Insight solution, which enhances security compliance across various deployment environments.