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.

Context Is the New Code: Inside Keboola's Vision for Agent-Powered Data Workflows

At this year’s Big Data London, Keboola CEO Pavel Doležal sat down with data expert Christina Stathopoulos on EM360Tech’s Don't Panic, It’s Just Data podcast to explore what’s next in enterprise data automation. The conversation centered on a quiet but powerful shift in how AI, particularly large language models (LLMs), is changing the way organizations interact with their data platforms - not just by querying them, but by acting on them.

Cascading Failures Aren't Inevitable: Lessons from the AWS DNS Outage

AWS outages grab headlines because they affect millions, but the root cause often comes down to something invisible: DNS failures and cascading service dependencies. The complexity of modern cloud systems, combined with the advanced technology powering platforms like AWS, makes these outages particularly challenging to diagnose and resolve.

15 Best DevOps Tools for Software Teams [Free Evaluation Template]

DevOps is a practice, not a tool, but tools are needed to implement it. Breaking down walls of communication and creating visibility and trust across all the teams involved in delivering software and technology is challenging. The right tools make the automation and integrations needed across functional teams seamless, open, and scalable. This article looks at the top CI/CD, automation, orchestration, and other DevOps pipeline tools to give you a detailed list of our Top 15 DevOps tools in 2025.

OAuth Scope Naming: 7 Best Practices

OAuth scope naming is critical for securing APIs and simplifying their use. Poorly named scopes can confuse developers and create security risks, while clear, consistent naming ensures precise permissions and easier maintenance. Here’s a quick summary of best practices: Use Clear, Descriptive Names: Follow a resource.action format like users.read to specify both the resource and action. Maintain Consistency: Stick to a unified naming pattern across all APIs to avoid confusion.

What Is An API Endpoint? (Complete Guide For Developers & Qa Testers)

An API endpoint is a defined URL or path where an API accepts a request from the client, such as a web app, mobile app, automation script, or AI agent, and sends back a response. It serves as the official communication point between the frontend and backend. In other words, if an API is a restaurant, then the endpoint is the exact table where we take your order.

Unlocking Microsoft Efficiency With insightsoftware's Disclosure Management Solution

Disclosure management has traditionally relied on Microsoft Office products like Excel and Word as workhorses for finance teams. However, the modern business landscape demands a more efficient and integrated approach to ensure accurate and timely financial disclosures.