#distributed-tracing

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DevOps
fromInfoQ
1 day ago

Beyond One-Click: Designing an Enterprise-Grade Observability Extension for Docker

Docker Extensions enhance developer productivity but may not meet enterprise needs for security, compliance, and integration.
Software development
fromMedium
2 days ago

Async Logging Is Not a Silver Bullet - What Actually Limits Performance

Async logging redistributes costs rather than reducing them, impacting performance in different ways depending on implementation.
Startup companies
fromInfoQ
1 day ago

Platform Engineering: Lessons from the Rise and Fall of eBay Velocity

eBay pioneered many technologies but ultimately could not save the company despite doubling engineering productivity.
Web frameworks
fromInfoQ
1 day ago

The Spring Team on Spring Framework 7 and Spring Boot 4

Spring Boot 4 enhances startup times and modularization, while Spring Framework 7 integrates core features like retry and concurrency throttling.
fromInfoQ
5 days ago

Latency: The Race to Zero...Are We There Yet?

In the fintech industry we can link latency directly to profit and money. If I have lower latency than the competition, I can get to the better deals, I can make the better deals.
Venture
fromInfoQ
1 day ago

Airbnb Migrates High-Volume Metrics Pipeline to OpenTelemetry

The resulting system now ingests over 100 million samples per second in production, showcasing the scalability and efficiency of the new metrics stack.
DevOps
Business intelligence
fromDevOps.com
4 days ago

Dynatrace to Acquire Bindplane to Process and Route Telemetry Data - DevOps.com

Dynatrace is acquiring Bindplane to enhance log management and allow pre-processing of telemetry data for cost reduction and workflow efficiency.
Data science
fromTechzine Global
1 week ago

Datadog launches Experiments for A/B testing in observability

Datadog Experiments integrates A/B testing and product analytics into a single platform, addressing fragmentation in product development tools.
#kubernetes
fromMedium
1 week ago
DevOps

Kubernetes Scared Me Too - Until I Actually Understood It A no-fluff intro for devs who keep

DevOps
fromInfoQ
2 weeks ago

Kubernetes Autoscaling Demands New Observability Focus Beyond Vendor Tooling

Kubernetes autoscalers like Karpenter require new observability practices focusing on provisioning behavior, scheduling latency, and cost efficiency.
DevOps
fromInfoQ
2 weeks ago

Kubescape 4.0 Brings Runtime Security and AI Agent Scanning to Kubernetes

Kubescape 4.0 introduces runtime threat detection and AI security features, enhancing Kubernetes security for AI agents and improving scanning capabilities.
DevOps
fromMedium
2 days ago

KubeCraft: Talk to Your Kubernetes Cluster Like a Colleague

KubeCraft simplifies Kubernetes management by allowing users to interact with their clusters using plain English through an AI assistant.
DevOps
fromInfoWorld
5 days ago

Bringing databases and Kubernetes together

Automating Kubernetes workloads with Operators can provide DBaaS functionality while avoiding provider lock-in.
DevOps
fromMedium
1 week ago

Understanding Kubernetes Architecture is a MUST

Understanding Kubernetes architecture is essential for effective cloud-native deployment and troubleshooting.
DevOps
fromMedium
1 week ago

Kubernetes Scared Me Too - Until I Actually Understood It A no-fluff intro for devs who keep

Kubernetes simplifies container orchestration, managing deployment, scaling, and traffic routing for applications across multiple servers.
DevOps
fromInfoQ
2 weeks ago

Kubernetes Autoscaling Demands New Observability Focus Beyond Vendor Tooling

Kubernetes autoscalers like Karpenter require new observability practices focusing on provisioning behavior, scheduling latency, and cost efficiency.
DevOps
fromInfoQ
2 weeks ago

Kubescape 4.0 Brings Runtime Security and AI Agent Scanning to Kubernetes

Kubescape 4.0 introduces runtime threat detection and AI security features, enhancing Kubernetes security for AI agents and improving scanning capabilities.
DevOps
fromAmazon Web Services
1 day ago

Troubleshooting environment with AI analysis in AWS Elastic Beanstalk | Amazon Web Services

AWS Elastic Beanstalk simplifies web application deployment and scaling, now enhanced with AI Analysis for troubleshooting environment health issues.
#opentelemetry
Java
fromTechzine Global
3 weeks ago

OpenTelemetry accepts Kotlin SDK for mobile observability

OpenTelemetry has accepted Embrace's Kotlin API and SDK, enabling observability for Kotlin Multiplatform projects across Android, iOS, and JavaScript.
fromInfoQ
1 month ago
Software development

OpenTelemetry Project Publishes "Demystifying OpenTelemetry" Guide to Broaden Observability Adoption

DevOps
fromInfoQ
4 weeks ago

QCon London 2026: Uncorking Queueing Bottlenecks with OpenTelemetry

Distributed tracing with OpenTelemetry enables engineers to identify root causes across service boundaries by maintaining hierarchical visibility of operations, while SLOs based on latency provide more reliable alerting than infrastructure metrics.
Java
fromTechzine Global
3 weeks ago

OpenTelemetry accepts Kotlin SDK for mobile observability

OpenTelemetry has accepted Embrace's Kotlin API and SDK, enabling observability for Kotlin Multiplatform projects across Android, iOS, and JavaScript.
fromInfoQ
1 month ago
Software development

OpenTelemetry Project Publishes "Demystifying OpenTelemetry" Guide to Broaden Observability Adoption

DevOps
fromInfoQ
4 weeks ago

QCon London 2026: Uncorking Queueing Bottlenecks with OpenTelemetry

Distributed tracing with OpenTelemetry enables engineers to identify root causes across service boundaries by maintaining hierarchical visibility of operations, while SLOs based on latency provide more reliable alerting than infrastructure metrics.
#devops
DevOps
fromMedium
2 days ago

Kubernetes Is Not DevOps : A Short Story

Understanding systems behind tools is crucial for effective DevOps engineering.
DevOps
fromDevOps.com
1 day ago

Ten Great DevOps Job Opportunities - DevOps.com

DevOps.com is launching a weekly jobs report to highlight opportunities for DevOps professionals.
DevOps
fromMedium
2 days ago

Kubernetes Is Not DevOps : A Short Story

Understanding systems behind tools is crucial for effective DevOps engineering.
DevOps
fromDevOps.com
1 day ago

Ten Great DevOps Job Opportunities - DevOps.com

DevOps.com is launching a weekly jobs report to highlight opportunities for DevOps professionals.
#observability
DevOps
fromDevOps.com
1 week ago

Survey Surfaces Rising Tide of Investments in Observability - DevOps.com

A significant number of enterprise IT leaders plan to invest heavily in observability to enhance application performance and reliability.
DevOps
fromTechzine Global
1 week ago

Observability warehouses, the next structural evolution for telemetry

Observability is essential for real-time insights in cloud systems, helping to reduce downtime and improve performance.
Artificial intelligence
fromTechzine Global
2 months ago

Dynatrace Intelligence brings Autonomous Operations one step closer

Dynatrace Intelligence combines deterministic and agentic AI on a unified platform to enable autonomous operations, optimize dynamic AI workloads, and improve resilience and customer experience.
Roam Research
fromDevOps.com
1 month ago

The Observability Bill is Coming Due - and AI Wrote Most of It - DevOps.com

Observability data has become unmanageable and expensive, requiring intelligent filtering and management solutions rather than unlimited storage expansion.
DevOps
fromDevOps.com
1 week ago

Survey Surfaces Rising Tide of Investments in Observability - DevOps.com

A significant number of enterprise IT leaders plan to invest heavily in observability to enhance application performance and reliability.
DevOps
fromNew Relic
1 week ago

What is observability? How observability can help you achieve your business goals.

Conventional monitoring fails to address unknown unknowns, while observability provides insights into complex systems and enhances incident response.
DevOps
fromTechzine Global
1 week ago

Observability warehouses, the next structural evolution for telemetry

Observability is essential for real-time insights in cloud systems, helping to reduce downtime and improve performance.
Scala
fromInfoQ
3 weeks ago

QCon London 2026: Introducing Tansu.io -- Rethinking Kafka for Lean Operations

Tansu is an open-source, stateless messaging broker that replaces Kafka's complex architecture with a simpler, durable storage model.
DevOps
fromMedium
2 days ago

Set it up once, test it properly, and let the system handle the rest.

Automating SSL certificate renewal prevents production outages and reduces stress during incidents.
DevOps
fromTechzine Global
1 day ago

Cloudflare introduces new features for building and deploying agents

Cloudflare is transforming AI development with Dynamic Workers, Sandboxes, and Artifacts for secure, scalable, and efficient code execution.
Software development
fromInfoQ
3 weeks ago

.NET 11 Preview 2 Brings Performance Gains, Improved Mapping, and Native OpenTelemetry Support

Microsoft released .NET 11 preview 2 with major improvements including native OpenTelemetry support, Blazor Server-Side Rendering enhancements, Web Worker templates, Kestrel performance gains, and simplified .NET MAUI Map controls.
Tech industry
fromInfoQ
1 month ago

Netflix Uncovers Kernel-Level Bottlenecks While Scaling Containers on Modern CPUs

Netflix discovered that container scaling bottlenecks stem from CPU architecture and Linux kernel mount lock contention, not container runtimes, with performance varying significantly across different hardware topologies.
Scala
fromMedium
4 weeks ago

What I Learned Building Secure Observability in Scala

Build secure Scala applications by keeping core logic in plain IO and using a temporary Mission Stack only for sensitive operations, integrating security with observability from the start rather than adding it later.
DevOps
fromDevOps.com
4 days ago

CloudBees Delivers on AI Promise to Improve Application Testing - DevOps.com

CloudBees Smart Tests uses AI to prioritize tests, reducing CI/CD processing time significantly.
DevOps
fromInfoQ
6 days ago

AAIF's MCP Dev Summit: Gateways, gRPC, and Observability Signal Protocol Hardening

MCP Dev Summit 2026 showcased the protocol's readiness for enterprise-scale production with significant advancements and commitments from major companies like Amazon.
Tech industry
fromTechzine Global
1 month ago

The Zero-Drift Frontier: Modern Edge Demands on Kubernetes

Edge computing has evolved from optional additions to critical enterprise infrastructure, requiring robust offline capabilities and autonomous operation to prevent costly business disruptions.
Java
fromNew Relic
1 month ago

Demystifying Java Instrumentation: The Engineering Behind the New Relic Java Agent

The JVM loads Java agents early via premain method, registering class transformers to intercept and modify bytecode before class execution, enabling runtime monitoring without source code changes.
#network-monitoring
DevOps
fromNew Relic
1 week ago

6 Network Monitoring Best Practices For Clarity in Distributed Systems

Effective network monitoring prioritizes understanding impact and taking action quickly over merely collecting metrics.
DevOps
fromNew Relic
1 week ago

How to Choose Network Monitoring Tools You Can Act On

Network monitoring requires context to effectively connect network behavior to applications and services for timely decision-making during incidents.
DevOps
fromNew Relic
1 week ago

6 Network Monitoring Best Practices For Clarity in Distributed Systems

Effective network monitoring prioritizes understanding impact and taking action quickly over merely collecting metrics.
DevOps
fromNew Relic
1 week ago

How to Choose Network Monitoring Tools You Can Act On

Network monitoring requires context to effectively connect network behavior to applications and services for timely decision-making during incidents.
Miscellaneous
fromInfoQ
1 month ago

Google Cloud Brings Full OpenTelemetry Support to Cloud Monitoring Metrics

Google Cloud now supports OpenTelemetry Protocol (OTLP) for metrics in Cloud Monitoring, enabling vendor-agnostic telemetry collection alongside traces and logs through a unified pipeline.
DevOps
fromDevOps.com
1 week ago

Apica Extends Scope and Reach of Platform for Managing Telemetry Data - DevOps.com

Apica's Ascent platform update enhances telemetry data management for DevOps teams, improving observability and cost control.
Artificial intelligence
fromNew Relic
1 month ago

New Relic Control: Centralized Control for Observability at Scale

Observability fails silently at scale due to lack of centralized control, causing configuration drift, manual bottlenecks, and rising costs across distributed environments.
Software development
fromInfoQ
1 month ago

How Datadog Cut the Size of Its Agent Go Binaries by 77%

Datadog reduced its Agent binary from 1.22 GiB by auditing imports, using build tags, isolating optional code, and eliminating reflection pitfalls to remove unnecessary dependencies and compiler bloat.
#cloud-monitoring
fromNew Relic
1 week ago
DevOps

Cloud Monitoring Best Practices For Reliable, Unified Observability

Effective cloud monitoring focuses on unifying telemetry and providing context for engineers to make informed decisions.
DevOps
fromNew Relic
2 weeks ago

Cloud Monitoring Tools: 5 Best Platforms to Evaluate in 2026

Effective cloud monitoring focuses on real-time telemetry correlation to understand failures, not just data collection.
DevOps
fromNew Relic
1 week ago

Cloud Monitoring Best Practices For Reliable, Unified Observability

Effective cloud monitoring focuses on unifying telemetry and providing context for engineers to make informed decisions.
DevOps
fromNew Relic
2 weeks ago

Cloud Monitoring Tools: 5 Best Platforms to Evaluate in 2026

Effective cloud monitoring focuses on real-time telemetry correlation to understand failures, not just data collection.
DevOps
fromNew Relic
1 week ago

Exploring application performance monitoring (APM)

Application performance monitoring (APM) is essential for businesses to ensure optimal user experiences and maintain application performance in a complex digital landscape.
DevOps
fromDevOps.com
1 week ago

How AI is Shaping Modern DevOps and DevSecOps - DevOps.com

AI is transforming software delivery, with significant adoption expected by 2028, enhancing efficiency across the software development lifecycle.
fromTechzine Global
2 months ago

Developers struggle with container security

Almost a quarter of those surveyed said they had experienced a container-related security incident in the past year. The bottleneck is rarely in detecting vulnerabilities, but mainly in what happens next. Weeks or months can pass between the discovery of a problem and the actual implementation of a solution. During that period, applications continued to run with known risks, making organizations vulnerable, reports The Register.
Information security
DevOps
fromInfoQ
1 week ago

Replacing Database Sequences at Scale Without Breaking 100+ Services

Validating requirements can simplify complex problems, and embedding sequence generation reduces network calls, enhancing performance and reliability.
Business intelligence
fromDevOps.com
1 month ago

Why OpenTelemetry Is Paving the Way for the Rise of the Observability Warehouse - DevOps.com

OpenTelemetry adoption drives observability architecture toward unified warehouse models that centralize logs, metrics, and traces for scalable, cost-effective real-time operational intelligence.
fromNew Relic
3 months ago

Traditional Network Monitoring is Failing

For any IT department, these four words are the beginning of a familiar, often frustrating, journey. In our modern world, where business success is built on distributed applications and hybrid cloud architectures, the network is the circulatory system. When it fails, everything grinds to a halt. Yet, despite its critical importance, it often remains a black box-a source of blame that is difficult to prove or disprove.
Information security
fromInfoQ
2 months ago

Datadog Integrates Google Agent Development Kit into LLM Observability Tools

Datadog recently announced that its LLM Observability platform now provides automatic instrumentation for applications built with Google's Agent Development Kit (ADK), offering deeper visibility into the behavior, performance, cost, and safety of AI-driven agentic systems. The integration, highlighted on the Google Cloud Blog, aims to make it easier for developers and SRE teams to monitor and troubleshoot complex multi-step AI agent workflows without extensive manual setup or custom instrumentation.
Artificial intelligence
Tech industry
fromNew Relic
2 months ago

The API Revolution and the New Goal of Observability

Vendors are moving device data access from protocols to centralized cloud APIs, driving a shift from monitoring to observability and creating data silos.
DevOps
fromInfoWorld
2 weeks ago

How to build an enterprise-grade MCP registry

MCP registries are essential for integrating AI agents with enterprise systems, requiring semantic discovery, governance, and developer-friendly controls.
#log-management
DevOps
fromNew Relic
3 weeks ago

Automate Log Management via Terraform

Practicing log management as code enhances standardization, performance, security, and cost optimization across services.
DevOps
fromNew Relic
1 month ago

Logs Intelligence Evolution: No Silos. Visibility. Zero Code

New Relic introduces Federated Logs and no-code parsing to enable local log querying while maintaining compliance, reducing troubleshooting time from hours to minutes without data movement or manual regex work.
DevOps
fromNew Relic
3 weeks ago

Automate Log Management via Terraform

Practicing log management as code enhances standardization, performance, security, and cost optimization across services.
DevOps
fromNew Relic
1 month ago

Logs Intelligence Evolution: No Silos. Visibility. Zero Code

New Relic introduces Federated Logs and no-code parsing to enable local log querying while maintaining compliance, reducing troubleshooting time from hours to minutes without data movement or manual regex work.
DevOps
fromInfoQ
3 weeks ago

QCon London 2026: Wrangling Telemetry at Scale, a Guide to Self-Hosted Observability

Self-hosted observability stacks require significant resources and expertise; organizations should exhaust all alternatives before building internally, requiring 2-3 full-time engineers and substantial funding.
Software development
fromInfoWorld
2 months ago

Why your next microservices should be streaming SQL-driven

Streaming SQL with UDFs, materialized results, and ML/AI integrations enables continuous, stateful processing of event streams for microservices.
DevOps
fromInfoQ
3 weeks ago

Configuration as a Control Plane: Designing for Safety and Reliability at Scale

Configuration in cloud-native systems is a dynamic control plane that directly influences system behavior and reliability at runtime.
Software development
fromMedium
2 months ago

When Kafka Lag Lies: A Production Debugging Story

Uncommitted Kafka offsets can cause persistent consumer-group lag even when ingestion is low, databases are idle, and no errors are observed.
DevOps
fromMedium
4 weeks ago

The Hidden Cost Centers in Kubernetes No One Tracks-Until the Cloud Bill Explodes

Kubernetes clusters incur hidden costs through idle workloads, oversized resource requests, and poor scheduling practices that drain budgets without delivering proportional value.
Software development
fromTechzine Global
2 months ago

Dynatrace expands integrations with AWS, Azure, and Google Cloud

Dynatrace added integrations for AWS, Azure, and GCP to provide unified observability, automation, and cost management in multi-cloud environments.
fromDevOps.com
1 month ago

Zero Downtime Multicloud Migrations for Observability Control Planes - DevOps.com

An observability control plane isn't just a dashboard. It's the operational authority system. It defines alert rules, routing, ownership, escalation policy, and notification endpoints. When that layer is wrong, the impact is immediate. The wrong team gets paged. The right team never hears about the incident. Your service level indicators look clean while production burns.
DevOps
DevOps
fromNew Relic
1 month ago

eBPF Network Metrics for Kernel-Level Observability | New Relic

New Relic's eBPF-based agent unifies network performance, APM telemetry, infrastructure metrics, and logging into a single lightweight solution, eliminating network blind spots and reducing mean time to innocence during incidents.
DevOps
fromDevOps.com
1 month ago

Unlocking Observability by Design With Inferred Schemas - DevOps.com

Schema drift in observability systems causes inconsistencies, field proliferation, and operational friction as teams independently instrument services without coordinated data structure definitions.
DevOps
fromNew Relic
1 month ago

Workflow Automation: Turn Observability Into Action

Workflow Automation reduces mean time to recovery from hours to minutes by automatically detecting deployment anomalies and executing rollbacks with minimal human intervention.
fromDevOps.com
1 month ago

Harness Readies Resilience Testing Platform to Make Applications More Robust - DevOps.com

The Harness Resilience Testing platform extends the scope of the tests provided to include application load and disaster recovery (DR) testing tools that will enable DevOps teams to further streamline workflows.
DevOps
DevOps
fromMedium
2 months ago

Kubernetes Component statusz-When Your Cluster Finally Learns to Talk!

Component Statusz (KEP 4827) adds in-process, detailed component diagnostics to Kubernetes, improving cluster observability and simplifying debugging of internal component state.
#clickhouse
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