Performance Resources

Error Budgets 2.0 Agentic AI for SLO-Apprehensive Deployments

The article introduces error budgets 2.0, a new approach that uses agentic AI to make deployments SLO-aware and proactive rather than reactive.

September 29, 2025

by Sajal Nigam

· 1,788 Views · 1 Like

Digital Experience Monitoring and Endpoint Posture Checks Usage in SASE

Learn how digital experience monitoring and endpoint posture checks integrate with SASE to enforce zero trust and ensure secure, reliable performance.

September 25, 2025

by Vishal Gudhka

· 3,814 Views

Is Anyone There? Listening to Your Users Through Conversational AI Observability

Your AI chatbot is failing in ways traditional analytics can't see. This leaves you, the Product Manager, guessing what to fix based on vague user complaints.

September 25, 2025

by Harikrishnan Ramadass

· 1,741 Views

Shipping Responsible AI Without Slowing Down

Add robustness, monitoring, alignment, and systemic safety into the normal delivery pipeline using plain-language objectives and policy-as-code SLOs.

September 24, 2025

by Sarvenaz Ranjbar

· 1,846 Views · 4 Likes

Mastering Fluent Bit: Top 3 Telemetry Pipeline Output Plugins for Developers (Part 7)

This intro to mastering Fluent Bit covers handy tips and tricks for speeding up the inner development loop using output plugins in telemetry pipelines.

September 23, 2025

by Eric D. Schabell

CORE

· 1,533 Views · 4 Likes

AI Infrastructure for Agents and LLMs: Options, Tools, and Optimization

This article explores the diverse infrastructure options and tools that are available for deploying and optimizing AI agents and large language models (LLMs).

September 22, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 4,561 Views · 7 Likes

Stop Reactive Network Troubleshooting: Monitor These 5 Metrics to Prevent Downtime

The difference between reactive and proactive monitoring comes down to tracking the right network metrics and catching issues before they impact users.

September 22, 2025

by Sascha Neumeier

· 2,940 Views · 2 Likes

Benchmarking Instance Types for Amazon OpenSearch Workloads

A detailed performance analysis between Amazon OpenSearch's specialized OM2 and general-purpose M7g instances to help you optimize performance and cost.

September 22, 2025

by Jatinder Singh

· 2,523 Views

Deep Dive into Distributed File System Permission Management: Linux Security Integration

In this article, we will explore some of the key Linux permission mechanisms, along with their implementation in a FUSE-based distributed file system.

September 19, 2025

by jiefeng huang

· 1,578 Views · 2 Likes

Disabling UseNUMA Flag When CPU and Memory Node Misalign in JDK

In this blog, I share why we should disable UseNUMA flag in JDK in case both CPU and memory node misalign. Please go through the blog for details.

September 18, 2025

by Swati Sharma

· 2,375 Views

Development of System Configuration Management: Performance Considerations

Integrated caching in Consul greatly improved SCM config delivery speed, using goroutines and checksums to reduce load, though deployment latency initially increased.

September 17, 2025

by Georgii Kashintsev

· 1,788 Views · 1 Like

Mastering Fluent Bit: Top 3 Telemetry Pipeline Input Plugins for Developers (Part 6)

This intro to mastering Fluent Bit covers handy tips and tricks for speeding up the inner development loop when integrating telemetry pipelines.

September 17, 2025

by Eric D. Schabell

CORE

· 1,988 Views · 3 Likes

Tuples and Records (Part 5): Performance Challenges

Tuples and Records were withdrawn from ES2025 due to performance and engine challenges. The ideas remain influential for immutability and value-based JS patterns.

September 15, 2025

by Guhaprasaanth Nandagopal

· 2,754 Views · 2 Likes

Tuples and Records (Part 4): Optimize React and Prevent Re-Renders

Use Tuples and Records in React to ensure immutable, value-based state, prevent redundant re-renders, and improve performance in complex applications.

September 12, 2025

by Guhaprasaanth Nandagopal

· 2,730 Views · 3 Likes

Beyond DORA: Building a Holistic Framework for Engineering Metrics

Engineering teams face pressure to move faster. Learn why traditional metrics like velocity and story points can distort progress and hinder real results.

September 10, 2025

by Dmitry Marinov

· 2,582 Views

Tuples and Records (Part 3): Potential ECMAScript Proposals

Potential enhancements for Tuples & Records, building a React app, common issues like JSON incompatibility and browser support, and practical solutions for developers.

September 10, 2025

by Guhaprasaanth Nandagopal

· 2,504 Views · 2 Likes

Understanding Table Statistics in SQL Server: Importance, Performance Impact, and Practical Examples

SQL Server table statistics guide the optimizer in building efficient query plans. DBAs must keep them updated to avoid poor performance from stale data.

September 9, 2025

by arvind toorpu

CORE

· 3,486 Views · 2 Likes

Tuples and Records (Part 2): JavaScript Migration Guide

Learn how to migrate to JavaScript’s Tuples and Records with step-by-step guidance, compatibility tips, benchmarks, and reduced reliance on libraries.

September 8, 2025

by Guhaprasaanth Nandagopal

· 2,777 Views · 3 Likes

The Endless Cycle of Manual K8s Cost Optimization Is Costing Organizations More Than They Realize

The cycle of reactive Kubernetes cost-cutting is broken. Automated, proactive optimization makes efficiency sustainable.

September 4, 2025

by Pini Ben Nahum

· 2,234 Views

Engineering for Uptime: Observability, Testing, and the Road to Rock-Solid Back-End Services

Uptime isn’t luck — it’s engineered. Build it with observability, smart alerts, solid tests, and blameless operations. Reliable systems don’t need heroes.

September 4, 2025

by Aakanksha Aakanksha

· 2,122 Views · 3 Likes

The Latest Performance Topics