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  • All (20931) +237
    • AI (3154) +13
    • DevOps (932) +6
    • Software (11018) +167
    • IT (5778) +50
    • Education (48)
  • Notice
  • All (20931) +237
  • AI (3154) +13
  • DevOps (932) +6
  • Software (11018) +167
  • IT (5778) +50
  • Education (48)
  • Notice
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  • 1 week ago · devops

    쿠버네티스 클라우드 환경, 전사적 가시성 확보할 때

    클라우드 성능은 여전히 안개 속에 있다. 많은 기업이 클라우드 전환을 마쳤거나 진행 중이지만, 정작 클라우드 환경 전반에 대한 가시성을 충분히 확보하고 있는지에 대해서는 여전히 의문이 남는다. 현재 어떤 도구를 사용하고 있는지, 그 도구가 실제로 효과적인지, 그리고 클라우드 뿐 아니라...

    #kubernetes #cloud‑visibility #enterprise‑monitoring #observability #devops #cloud‑infrastructure
  • 1 week ago · ai

    Measuring What Matters with NeMo Agent Toolkit

    A practical guide to observability, evaluations, and model comparisons The post Measuring What Matters with NeMo Agent Toolkit appeared first on Towards Data Sc...

    #NeMo #AI agents #model evaluation #observability #NVIDIA
  • 2 weeks ago · software

    Why Complex Visualizations Need Algorithms: Analyzing Grafana Forks' Dependencies

    When Array.filter isn't enough—how specialized data structures power the next generation of frontend observability. The “60 FPS” Bottleneck Imagine a Service De...

    #Grafana #frontend #visualization #data structures #JavaScript #React #observability #dependency analysis #algorithms
  • 2 weeks ago · devops

    SRE Weekly Issue #504

    View on sreweekly.com Finding the grain of sand in a heap of Salt Salt is Cloudflare’s configuration management tool. How do you find the root cause of a config...

    #SRE #Cloudflare #configuration management #root cause analysis #incident response #change management #observability
  • 2 weeks ago · software

    Knotlog: Wide Logging for PHP

    Why Logging Sucks And How to Fix It As loggingsucks.comhttps://loggingsucks.com/ brilliantly articulates, traditional logging is fundamentally broken for moder...

    #logging #PHP #observability #distributed systems #devops
  • 2 weeks ago · devops

    Kubernetes 1.35: Enhanced Debugging with Versioned z-pages APIs

    Debugging Kubernetes Control‑Plane Components with Structured z‑Pages Debugging Kubernetes control‑plane components can be challenging, especially when you nee...

    #kubernetes #debugging #z-pages #control-plane #observability #automation #k8s-1.35
  • 2 weeks ago · software

    Why averages lie: p99 latency is what users actually feel

    Introduction Most performance dashboards look fine: - Average latency: low - CPU: stable - Memory: healthy Yet users complain that “the app feels slow”. This i...

    #latency #p99 #performance monitoring #observability #metrics
  • 3 weeks ago · software

    Academic Suite Database Design

    The database serves as the primary foundation of Academic Suite. In an online exam system, improper database schema design can lead to serious bottlenecks, espe...

    #database design #PostgreSQL #online exam system #data modeling #scalability #schema architecture #observability #academic suite
  • 3 weeks ago · ai

    From Software Engineer to GenAI Engineer: A Practical Series for 2026

    Introduction If you’re a software engineer exploring GenAI or AI engineering, it can feel like you’re supposed to start over. That assumption doesn’t hold. Wha...

    #genai #software-engineering #production-systems #observability #cost-optimization
  • 3 weeks ago · software

    Rust Weekly Log: Tracing, Observability & Cryptographic Hashes

    📡 RustPulse I implemented the first phase of OpenTelemetry tracing using Jaeger. This lays the groundwork for structured, end‑to‑end observability in a real R...

    #rust #opentelemetry #tracing #jaeger #observability #cryptography #hash-functions #sha-2 #blake3
  • 3 weeks ago · devops

    Best of 2025: The Future of DevOps: Key Trends, Innovations and Best Practices in 2025

    DevOps has become a cornerstone of modern software development, bridging the gap between development and IT operations to create a seamless, efficient and agile...

    #DevOps trends 2025 #CI/CD #automation #cloud-native #Kubernetes #observability #AI for DevOps #platform engineering
  • 0 month ago · software

    Logging Sucks

    Article URL: https://loggingsucks.com/ Comments URL: https://news.ycombinator.com/item?id=46346796 Points: 57 Comments: 6...

    #logging #observability #debugging #software engineering #best practices

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