index4j: Open-source FM-Index for fast queries on compressed logs
The FM-Index is a data structure designed to provide both high compression and fast, flexible substring searching for large, static datasets like log files. The article introduces …
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Engineering
12 articles
Best practices for hashing variable-length data structures
This article explores how concatenating variable-length fields can cause hash collisions and proposes more reliable serialization strategies, such as using delimiters, length prefi…
Dynatrace for AI: Teach your AI coding agent how to use Dynatrace
Dynatrace for AI is an open-source collection of agent skills and prompt templates designed to equip AI coding assistants with the domain expertise required to work accurately with…
Achieving enhanced observability for Alibaba Cloud in multi-cloud environments with Dynatrace
The Dynatrace Alibaba Cloud extension integrates Alibaba Cloud telemetry directly into the Dynatrace platform to provide unified, AI-powered observability across multi-cloud enviro…
Unlocking CI/CD success with observability
This article highlights the importance of observability in CI/CD pipelines to address issues like slow performance, instability, and flaky tests. It introduces Dynatrace as a solut…
Why exceptions matter: Elevating your distributed tracing investigations
Dynatrace's new Exception Analysis feature simplifies identifying and understanding exceptions within distributed systems. It provides an aggregated view of exceptions across entir…
Is it vibe coding if you know what you’re doing?
When people first started saying they were using AI to build full apps, I was wildly skeptical. You’ve heard these stories too, right? “I built a complete SaaS platform in one week…
When your service won’t wait: Troubleshooting EasyTrade with Dynatrace MCP and Gemini CLI
You know that moment when everything should be working, but it’s just not? Your deployment went smoothly, the pods are running, and yet — errors. Lots of them. That’s exactly where…
AI’s surprising role in chaos engineering
Software quality isn’t just about clean code. Bartek Pisulak, Director of Cloud Quality Engineering at Pegasystems, says it’s also about architecture, documentation, and processes …
CVE-2025-55182: React2Shell Critical Vulnerability — what it is and what to do
TL;DR: A critical flaw in React’s Flight protocol (CVE-2025-55182) allows attackers to run code on servers using React Server Components. In short, if your organization uses React …
How to build workflows that catch bugs early and keep code moving
Observability isn’t just about collecting data. It’s about connecting the dots across your stack to answer why something is broken, not just what is broken. For developers, this me…
AWS publishes Dynatrace-developed blueprint for secure Amazon Bedrock access at scale
Enterprises are rapidly expanding their use of generative AI with Amazon Bedrock to power intelligent agents and automate workflows. As adoption grows, so does the need for governa…