Performance Resources

Observability on the Edge With OTel and FluentBit

Master edge observability with OTel and Fluent Bit, leveraging tail sampling, persistent queues, and footprint optimization.

April 23, 2026

by Graziano Casto

CORE

· 3,329 Views

The Pod Prometheus Never Saw: Kubernetes' Sampling Blind Spot

Prometheus sampling gaps are irreducible — reducing the scrape interval just moves the threshold. The Kubernetes watch API eliminates it entirely.

April 23, 2026

by Shamsher Khan

CORE

· 2,575 Views · 1 Like

What AI Systems Taught Us About the Limits of Chaos Engineering

AI-driven infrastructure is non-deterministic. Chaos testing ensures systems maintain intended behavior under stress, improving reliability and safety.

April 22, 2026

by Sayali Patil

· 9,770 Views · 6 Likes

Algorithmic Circuit Breakers: Engineering Hard Stop Safety Into Autonomous Agent Workflows

Autonomous agents fail by persisting: they retry, replan, and chain tools, increasing risk, cost, and potential blast radius without strict safety controls.

April 22, 2026

by Williams Ugbomeh

· 2,967 Views · 1 Like

Why Angular Performance Problems Are Often Backend Problems

Your Angular app isn’t slow your API is. Fix backend bottlenecks like request waterfalls, overfetching, and slow queries before touching a single Angular component.

April 17, 2026

by Bhanu Sekhar Guttikonda

CORE

· 3,445 Views · 2 Likes

Fine-Tuning of Spring Cache

Caching is a fundamental concept for making web applications faster and more scalable. In the following, I explain how to configure and optimize Spring caching.

April 17, 2026

by Constantin Kwiatkowski

· 2,880 Views · 1 Like

Advanced Auto Loader Patterns for Large-Scale JSON and Semi-Structured Data

Databricks Auto Loader efficiently ingests JSON and semi-structured files into Delta Lake, handling schema evolution and large-scale streaming.

April 16, 2026

by Seshendranath Balla Venkata

· 2,848 Views · 1 Like

Seeing the Whole System: Why OpenTelemetry Is Ending the Era of Fragmented Visibility

By a technology correspondent who has sat through enough war rooms to know that the data you need is almost always in a system nobody thought to connect.

April 16, 2026

by Igboanugo David Ugochukwu

CORE

· 4,991 Views

Stop Burning Money on AI Inference: A Cloud-Agnostic Guide to Serverless Cost Optimization

Most teams waste money on AI inference. Five cloud-agnostic tactics—model routing, prompt trimming, response caching, smart batching, GPU offloading—can cut costs 40‑80%.

April 16, 2026

by Rajesh Kumar Pandey

· 3,223 Views · 1 Like

Optimizing Java Back-End Performance Profiling and Best Practices

Java performance profiling helps identify bottlenecks and apply best practices to improve backend speed, efficiency, and scalability.

April 16, 2026

by Ramya vani Rayala

· 3,533 Views · 1 Like

Build High-Performance Web Systems Using Adaptive Edge-Native Performance Governance Framework

Learn how to build high-performance web systems using edge-native architecture, CI/CD performance budgets, and real user monitoring to prevent regressions.

April 14, 2026

by jerald selvaraj

· 2,820 Views · 1 Like

Building an AI-Powered SRE Incident Response Workflow With AWS Strands Agents

Learn how to automate CloudWatch alerts, Kubernetes remediation, and incident reporting using multi-agent AI workflows with the AWS Strands Agents SDK.

April 14, 2026

by Ayush Raj Jha

· 3,330 Views · 1 Like

Boost Your Spark Jobs: How Photon Accelerates Apache Spark Performance

Photon is Databricks’ native C++ engine that bypasses JVM bottlenecks by processing data in vectorized, SIMD-accelerated batches instead of row by row.

April 13, 2026

by Seshendranath Balla Venkata

· 3,268 Views · 1 Like

AI in SRE: What's Actually Coming in 2026

A practical look at where AI genuinely helps SRE teams, and what “AI-powered operations” can realistically deliver in production.

April 13, 2026

by Ashly Joseph

· 5,875 Views · 1 Like

Pushdown-First Modernization: Engineering Execution-Plan Stability in SAP HANA Migrations

In this article, you'll understand the behind-the-scenes of how the HANA SQL and view work during high and low record volume.

April 13, 2026

by Rajaganapathi Rangdale Srinivasa Rao

· 2,478 Views

Enhancing SQL Server Performance with Query Store and Intelligent Query Processing

This article explores how to boost SQL Server performance using Query Store and Intelligent Query Processing to effectively resolve query regressions.

April 10, 2026

by arvind toorpu

CORE

· 4,203 Views · 2 Likes

Why Image Optimization in Modern Applications Matters More Than You Think

Today, modern websites rely heavily on images. Yet improper handling of images often hurts the performance, leading to churn in user traffic.

April 9, 2026

by Satyam Nikhra

· 3,591 Views

Tracking Dependencies Beyond the Build Stage

Many developers are familiar with dependency scanning at build time, but can we go further? And why is it worth doing so?

April 9, 2026

by Rumen Dimov

· 3,508 Views

Why Queues Don’t Fix Scaling Problems

Queues absorb spikes but not sustained overload. Without backpressure, limits, and monitoring, backlogs grow until systems fail.

April 8, 2026

by David Iyanu Jonathan

· 3,996 Views · 2 Likes

AI-Based Multi-Cloud Cost and Resource Optimization

Multi-cloud costs rise due to poor visibility, idle resources, and reactive scaling. AI-driven FinOps automates optimization to cut waste and control spend.

April 7, 2026

by Venkatesan Thirumalai

· 4,188 Views

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