Operations | Monitoring | ITSM | DevOps | Cloud

speedscale

Finding the Ghost in the Machine

Sep 10, 2025 By Kristopher Sandoval In Speedscale
The industry is rapidly moving towards deeper AI integration than ever before. What was once simply focused on chatbots or recommendation engines has pivoted significantly to AI systems communicating with other AI systems. These AI tools are leveraging multi-agent workflows to accomplish complex tasks that traditional systems have struggled with. Innovation without validation is a liability. Any developer worth their salt will know that these systems require ample testability and validation.
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devart

Best Applications and Tools for Connecting to Snowflake

Sep 10, 2025 By Dereck Mushingairi In Devart
Snowflake is the backbone of modern enterprise data architecture, powering over 10,600 organizations—including 800+ Fortune Global 2000 leaders. But thriving in this ecosystem takes more than just the platform. It requires a data architecture that can handle real-world complexity—and that’s where Snowflake connectors come in.
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devart

How to Connect to MariaDB Using Devart ODBC Driver

Sep 10, 2025 By Dereck Mushingairi In Devart
MariaDB has become a preferred backend for many enterprises, thanks to features like Galera clustering, JSON functions, and ColumnStore for analytics. But to extract value from MariaDB, organizations need reliable integration with BI tools, ETL pipelines, and custom apps, and this is where MariaDB ODBC drivers come in. These drivers bridge the gap between your database and external systems. But not all of them are production-ready.
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devart

ClickUp Integration Guide

Sep 10, 2025 By Rosemary Asufi In Devart
ClickUp integration has become a key driver of operational efficiency for over 3 million teams worldwide. By connecting the ClickUp platform with business applications, organizations simplify operations, eliminate manual handoffs, and give leaders the visibility needed to act with confidence. But achieving these outcomes requires a stable integration approach because not all methods offer the same flexibility or access.
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splunk

Instrumentation Your Way: Introducing a Combined Splunk AppDynamics Agent

Sep 10, 2025 By Courtney Gannon In Splunk
In 2025, microservices are everywhere and Kubernetes is the de facto standard for operating cloud native applications. But not all apps are built in microservices architectures. For most enterprises, hybrid environments are the reality, with their business run on a mix of three-tier and cloud native applications.
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influxdata

Data Historians vs. Time Series Databases: A Practical Path Forward

Sep 10, 2025 By Allyson Boate In InfluxData
Industrial data strategy often feels like a choice: keep legacy systems or replace them outright. But neither extreme is ideal. Full replacements are disruptive and costly, while avoiding change leaves businesses stuck with tools that limit growth. The better path is incremental. Each organization has different needs, and modernization works best when you build on proven systems while adding new capabilities.
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splunk

Monitor Cloud-Native & Hybrid Apps and Business Transactions With Observability Cloud APM

Sep 10, 2025 By Wei Li In Splunk
As organizations modernize, most applications don’t fit neatly into one category—they span both traditional three-tier architectures and cloud-native microservices. To monitor these hybrid environments effectively, teams need APM tools that can seamlessly connect the two worlds.
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The End of "Good Code"? AI, Throughput, and Reliability with CircleCI CTO Rob Zuber

Sep 10, 2025 By Rootly In Rootly
Is “good code” still the right measure of engineering success in an AI-driven world? In this episode of *Humans of Reliability*, Rob Zuber, CircleCI CTO, joins Sylvain to explore how coding assistants are reshaping developer workflows and changing what teams value. Rob shares what he’s seeing across CircleCI’s customer base: a clear boost in throughput, new bottlenecks shifting from code creation to code review, and the rise of “vibe coding,” where engineers trust AI-generated code they may not fully understand.
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metricfire

Visualize Logs Alongside Metrics: Complete Observability Elasticsearch Performance

Sep 10, 2025 By Benjamin Pitts In MetricFire
Elasticsearch is a distributed search and analytics engine that powers everything from log management platforms to e-commerce search bars. It excels at indexing and retrieving large volumes of data quickly, but like any complex system it can slow down under heavy load or inefficient queries.
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grafana

A smarter filter for Grafana Alerting: Introducing a new way to find your alerts

Sep 10, 2025 By Lauren Armstrong In Grafana
At Grafana Labs, we believe that effective alerting is the cornerstone of any robust observability strategy. That’s why we’re constantly listening to your feedback and working to improve the Grafana user experience so it’s easier for you to manage and interact with your alert rules. Today, we’ve excited to tell you about an update in Grafana Alerting that’s built to address some of your biggest pain points.
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