Latest Tech News

Stay updated with the latest in technology, AI, cybersecurity, and more

Filtered by: trace Clear Filter

Adding OR logic forced us to confront why users preferred raw SQL

Where This Story Begins In 2022, we had three different query interfaces. Logs had a custom search syntax with no autocomplete. Traces only had predefined filters - no query builder at all. Metrics had a raw PromQL input box where you'd paste queries from somewhere else and hope they worked. Each system spoke a different language. An engineer debugging a production issue had to context-switch not just between data types, but between entirely different mental models of how to query data. When

What Are Traces and Spans in OpenTelemetry?

Metrics tell you what changed. Logs tell you why something happened. Traces tell you where time was spent and how a request moved across your system. At the heart of distributed tracing in OpenTelemetry are two core concepts: Trace : The full journey of one request / transaction across services. : The full journey of one request / transaction across services. Span: A timed unit of work inside that journey (function call, DB query, external API call, queue processing, etc.). This guide walks

Gun Maker Sig Sauer Citing National Security to Keep Documents from Public

The secrecy battle over the Army’s Failure Modes, Effects, and Criticality Analysis (FMECA) for Sig Sauer’s P320 has followed Glasscock v. Sig Sauer to the Eighth Circuit. A media intervenor is now asking the appellate court to keep key records open—and their brief places Practical Shooting Insights (this site) squarely in the middle of the story. What’s new The Trace intervenes in the appeal. The newsroom moved to intervene for the limited purpose of opposing sealed filings tied to class cert

Make the Easy Change Hard

I'd say this is a setup for a joke later on in the blog post, except the joke doesn't even make sense, so I don't really know what this is. Generated by ChatGPT. There’s a semi-well-known adage in software development that says when you have a hard code change, you should “first make the hard change easy, and then make the easy change.” In other words, refactor the code (or do whatever else you need to do) to simplify the change you’re trying to make before trying to make the change. This is es

Deep Think with Confidence

Authors: Yichao Fu, Xuewei Wang, Yuandong Tian, Jiawei Zhao Paper: https://arxiv.org/abs/2508.15260 Code: https://jiaweizzhao.github.io/deepconf TL;DR WHAT was done? The authors introduce Deep Think with Confidence (DeepConf), a test-time inference method that enhances the reasoning capabilities of Large Language Models (LLMs). Instead of treating all generated reasoning paths equally, DeepConf leverages the model's internal log-probabilities to derive localized confidence scores. It operate

Show HN: TraceRoot – Open-source agentic debugging for distributed services

TraceRoot is an open-source debugging platform that helps engineers fix production issues 10x faster by combining structured traces, logs, and source code context with AI-powered analysis. Contributing | TraceRoot.AI | Community | SDK | Documentation Join us (Discord) in pushing the boundaries of debugging with AI agents. Please 🌟 Star TraceRoot on GitHub and be instantly notified of new releases. TraceRoot Framework Design Principles 🤖 Intelligence The framework enables multi-agent systems

Hackers exploit SAP NetWeaver bug to deploy Linux Auto-Color malware

Hackers were spotted exploiting a critical SAP NetWeaver vulnerability tracked as CVE-2025-31324 to deploy the Auto-Color Linux malware in a cyberattack on a U.S.-based chemicals company. Cybersecurity firm Darktrace discovered the attack during an incident response in April 2025, where an investigation revealed that the Auto-Color malware had evolved to include additional advanced evasion tactics. Darktrace reports that the attack started on April 25, but active exploitation occurred two days

Flaw in Gemini CLI AI coding assistant allowed stealthy code execution

A vulnerability in Google's Gemini CLI allowed attackers to silently execute malicious commands and exfiltrate data from developers' computers using allowlisted programs. The flaw was discovered and reported to Google by the security firm Tracebit on June 27, with the tech giant releasing a fix in version 0.1.14, which became available on July 25. Gemini CLI, first released on June 25, 2025, is a command-line interface tool developed by Google that enables developers to interact directly with

CI/CD Observability with OpenTelemetry Step by Step Guide

In the fast-paced world of CI/CD, understanding the performance and behaviour of your pipelines is crucial. GitHub Actions has become a popular choice for automating builds and deployments, but anyone who's debugged a flaky workflow or long-running job knows how challenging it can be to get visibility into what's happening under the hood. We usually rely on build logs, timing data, or guesswork when something goes wrong. Wouldn't it be nice to trace a pipeline run step-by-step, or have metrics o