Systems | Development | Analytics | API | Testing

LLM Observability Tools in 2025

1. Organizations have moved beyond pilots and are embedding LLMs into production workflows across customer support, finance, security, and software delivery. 2. LLM observability mitigates risks like hallucinations, bias, compliance breaches, and runaway costs. 3. LLM observability requires prompt/response tracking, hallucination detection, drift monitoring, RAG pipeline visibility, and long-term context tracing. 4.

The Shift to Consumption-Based Infrastructure: Hitachi Vantara Named a Challenger in 2025 Gartner Magic Quadrant

We’re proud to announce that Hitachi Vantara has been recognized as a Challenger in the inaugural 2025 Gartner Magic Quadrant for Infrastructure Platform Consumption Services (IPCS).

MOCK AWS SES Locally! Stop Sending Test Emails & Cut Cloud Costs

In this quick guide, Speedscale's Matt LeRay shows you how to free your local development environment from direct AWS SES dependencies. When your application sends an email during local testing, it usually triggers a live AWS transaction, leading to slow tests, unnecessary cloud costs, and sometimes even spam filter issues.

Stop Getting Charged for Test Emails! #speedscale #aws #ses

Tired of local development using AWS SES leading to spam, cloud costs, and unnecessary API calls? When testing your app, you shouldn't have to connect to a live cloud environment just to send a test email. Learn how to set up your own local ProxyMock server to intercept and record real SES calls, so you can replay them instantly and accurately without ever leaving your desktop.

WSO2 API Manager November 2025 Release: Powering Agentic Applications Through APIs

APIs are the foundation of modern businesses. As AI reshapes how we use software systems, enterprises need innovative and intelligent ways of consuming AI APIs and for making their systems available to AI agents. The November 2025 release of WSO2 API Manager 4.6.0 addresses this by delivering an intelligent, universal API management platform built for the AI era.

Stop Asking "What Happened" - Start Discovering Why with Spotter

Stop asking "What happened" and start asking "Why" with Spotter! When a critical metric spikes or dips, simply knowing what changed is just the beginning. With Spotter, you can instantly investigate the metric by asking natural language questions like, "Why did this happen?" Spotter automatically analyzes every possible cause and delivers a complete root cause analysis in seconds. Uncover the drivers behind key metric changes instantly, giving you the power to understand and act fast.

Improve MySQL Database Performance with the InnoDB Buffer Pool configuration

The database is often the source of performance problems in PHP applications, but there are many different reasons why this is the case. The most straightforward is that individual queries that the application issues are slow, due to their inefficient structure, by not using indexes or other coding mistakes. But for MySQL databases, a common problem is also the misconfiguration of the server itself.

Unlocking Enterprise AI: How Qlik and Snowflake Intelligence Empower Data-Driven Decisions

The enterprise AI landscape is transforming rapidly. On November 4th, Snowflake Intelligence—a breakthrough agentic AI platform built on the Cortex AI suite—ushers in a new era of business insights. With support for natural language querying (NLQ) and generation (NLG), organizations can interact with their data conversationally, unearthing real-time intelligence directly from complex, multimodal sources.

Snowflake Intelligence + ThoughtSpot

Snowflake Intelligence and ThoughtSpot are more than complementary tools—they complete the picture for AI-powered analytics and BI that serves everyone everywhere, from data scientists to business executives. Together, they turn data into decisions through one connected experience that works the way people do: intuitive, secure, and fast. No silos, no copies—just a single source of truth your entire business can trust.