Kubernetes GPU Guide 2026: Scheduling, Sharing, Monitoring
Run GPUs on Kubernetes in 2026: install the NVIDIA GPU Operator, share GPUs with MIG or time-slicing, serve LLMs with vLLM, and monitor with DCGM.
Topic
#observability
14 篇笔记
How OpenAI ingests petabytes of logs every day
In this blog we will see where OpenAI's logs go, and how one line of code saved its logging system. In June 2025, ClickHouse wrote about OpenAI's logs.
Building the missing layer between AI spend and ROI
Author: René SultanAI telemetry tells us which models our agents use and what they cost, but not what we are paying them to do. We built a s...
Running a Software Factory Efficiently at Uber Scale
Post author: @udaykiranIntroductionAI tools are now embedded in every phase of software development at Uber. More than 70% of pull requests ...
The Audit Log Page
An audit log has two readers. Most logs are designed for the wrong one. Five theses on product audit logs.
The Agent Development Lifecycle has arrived on Cloudflare
Agents can write code faster than teams can review, deploy, and maintain it. Today we’re introducing the Agent Development Lifecycle and the Cloudflare primitives that underpin it.
最佳实践：从Multi-Agent到Agent Team
2w字长文，Agent Team 的最佳实践。
Agent 评测：方法论与体系设计
关于评测工程的体系化总结，本文或许能给出一些参考
Trust Doesn't Live in Code Review
The gate you becameAgents write code faster than anyone can read it. This is not a forecast; it is the baseline now. A single agent, in an a...
The Agent Loop Architecture
Everyone's asking "WTF is a loop?" Here's the question nobody's asking: what runs the loop?The AI discourse has converged on loops as a core...
Engineering End-to-End Observability for Kubernetes Workloads
Stop drowning in Kubernetes dashboards. Learn how consistent signal architecture, not more tooling, is what actually cuts incident resolution time in half.
Building Reliable Agentic AI Systems
AI helping pharmaceutical researchers query decades of information buried in PDF reports
Advanced Observability for Production Systems
From SLIs to LLM monitoring: 9 practices that separate mature teams from dashboard collectorsMost teams have dashboards. Few have observabil...
Session-Aware Agentic Routing: Continuity-Aware Model Selection for Long-Horizon LLM Agents
How Session-Aware Agentic Routing in vLLM Semantic Router preserves long-horizon agent continuity with session memory, safe model-switch boundaries, prefix-cach