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From terabytes to insights: Real-world AI obervability architecture

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Consider maintaining and developing an e-commerce platform that processes millions of transactions every minute, generating large amounts of telemetry data, including metrics, logs and traces across multiple microservices. When critical incidents occur, on-call engineers face the daunting task of sifting through an ocean of data to unravel

Performance and telemetry analysis of Trae IDE, ByteDance's VSCode fork

Performance and Telemetry Analysis of Trae IDE: A Deep Dive into ByteDance's VSCode Fork Executive Summary This analysis examines concerning performance and privacy issues discovered in Trae IDE, ByteDance's fork of Visual Studio Code. Key findings include excessive resource consumption (33 processes vs 9 in VSCode), persistent telemetry transmission despite user settings, and concerning community management practices. 1. Background and Methodology During evaluation of development environmen

Performance and Telemetry Analysis of Trae IDE, ByteDance's VSCode Fork

Performance and Telemetry Analysis of Trae IDE: A Deep Dive into ByteDance's VSCode Fork Executive Summary This analysis examines concerning performance and privacy issues discovered in Trae IDE, ByteDance's fork of Visual Studio Code. Key findings include excessive resource consumption (33 processes vs 9 in VSCode), persistent telemetry transmission despite user settings, and concerning community management practices. 1. Background and Methodology During evaluation of development environmen

A CarFax for Used PCs: Hewlett Packard wants to give old laptops new life

The United Nations’ Global E-waste Monitor estimates that the world generates over 60 million tonnes of e-waste annually. Furthermore, this number is rising five times as fast as e-waste recycling. Much of this waste comes from prematurely discarded electronic devices. Many enterprises follow a standard three-year replacement cycle, assuming older computers are inefficient. However, many of these devices are still functional and could perform well with minor upgrades or maintenance. The issue i

A CarFax for Used PCs; Hewlett Packard wants to give old laptops new life

The United Nations’ Global E-waste Monitor estimates that the world generates over 60 million metric tons of e-waste annually. Furthermore, this number is rising five times faster than e-waste recycling. Much of this waste comes from prematurely discarded electronic devices. Many enterprises follow a standard three-year replacement cycle, assuming older computers are inefficient. However, many of these devices are still functional and could perform well with minor upgrades or maintenance. The i

OpenTelemetry for Go: Measuring overhead costs

Everything comes at a cost — and observability is no exception. When we add metrics, logging, or distributed tracing to our applications, it helps us understand what’s going on with performance and key UX metrics like success rate and latency. But what’s the cost? I’m not talking about the price of observability tools here, I mean the instrumentation overhead. If an application logs or traces everything it does, that’s bound to slow it down or at least increase resource consumption. Of course,