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The latest News and Information on Log Management, Log Analytics and related technologies.

Elasticsearch Explained for Beginners: From Spreadsheets to JSON, Indices & Shards

Ever wondered how Elasticsearch actually works? In this quick breakdown, I’ll use a simple spreadsheet analogy to explain the basics from documents and indices to shards, CRUD operations, and mappings. You’ll see how Elasticsearch stores data as JSON documents, splits indices into shards for scalability, uses CRUD with ID hashing for fast lookups, and applies mappings to organize text, numbers, and labels.

How Tipalti mastered Elasticsearch performance with AutoOps

From manual monitoring to proactive optimization, learn how Tipalti used AutoOps to save 10% annual costs. For a global payables automation leader like Tipalti, where financial transactions are the lifeblood of the business, infrastructure performance isn't just a technical goal; it's a core business requirement. Managing a complex ecosystem of databases, including Postgres, SQL Server, MongoDB, Kafka, and Elasticsearch, with a lean team of four engineers demands efficiency and powerful tooling.

APM Logs: How to Get Started for Faster Debugging

When application performance monitoring detects a spike in latency or error rates, the immediate challenge is determining the underlying cause. APM logs address this by correlating performance metrics with the specific log events that occurred at the same time. Instead of switching between monitoring dashboards and manually searching through log files, APM log correlation consolidates both views.

What Is Vector Search? Difference Between Vector & Semantic Search Explained [Quick Question Ep. 5]

What is vector search? In this breakdown, learn how vector search leverages machine learning to capture the meaning and context of unstructured data by transforming it into a numeric representation that is stored in a vector database. This video also explains the difference between sparse and dense embeddings, and how vector search differs from semantic search and lexical search.

The Smartest Member of Your Developer Ecosystem: Introducing the Mezmo MCP Server

Building a great developer experience is about more than just the code. It’s about creating a unified ecosystem where your tools work together seamlessly. That’s been the vision behind our work on the Mezmo MCP Server, and I’m excited to share it with you. At its core, the MCP Server is a universal remote for your data pipeline.

Fix It Fast: Tips, Tricks & Tools for Sumo Logic Success -- Customer Brown Bag -- August 21st, 2025

Led by Sumo Logic experts Andrei and Austin, this session dives into troubleshooting dashboards, silent failure scenarios, and missing collector data—helping your team spot blind spots, catch incidents you never knew you missed, close visibility gaps, and ensure dashboards reflect the full picture for faster resolution.

How to go from ingestion to insights in 10 minutes

When assessing SaaS observability solutions, customers often explore features that are built into the platform, but there ia a whole collection of deployable libraries across all SaaS vendors. In Coralogix, we lead the way in deployable assets, with 4400+ alerts, dashboards, parsing rules, metric generation rules and more. But why should you care about these deployable assets, and why do they accelerate insight generation so profoundly?

Log Files Explained: Types, Uses, and Best Practices for IT Teams

Every system in your environment—cloud, on-prem, or hybrid—generates log files. They capture everything from user actions to system failures, security events, and performance issues. But with so many log types and so much raw data, it’s easy to get buried in noise and miss what matters.

Supercharge your Android app

In today’s technological landscape, mobile applications are on the rise, boosting efficiency, portability and accessibility in daily life, across a spectrum of industries, from financial services to food delivery. As mobile apps become more essential, the quality of their features, performance, and user experience is critical.l.