Operations | Monitoring | ITSM | DevOps | Cloud

pgvector for RAG: When you don't need a dedicated vector database

Dedicated vector databases have become such a standard part of the RAG conversation that teams often add one before they have proved they need it. According to studies, over 70% of companies using LLMs are using vector databases and RAG to customize their models. That shows how quickly the pattern has become normal. However, it does not mean every RAG application needs a separate retrieval system. If your application already runs on PostgreSQL, pgvector may be enough.

Restoring Compliance After Missed SAP Patch Cycles

Avantra restores SAP compliance after missed patch cycles by measuring the real gap on every system, automating the catch-up in risk order, and monitoring continuously afterward. A missed cycle can leave SAP operations out of compliance or exposed to documented vulnerabilities, and until each system is assessed, the impact is unknown. Getting “back to good” requires three steps: The patching itself is rarely the hard part.
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Raygun APM Agent 3.1: async traces that stay with the right request

Raygun APM Agent 3.1 introduces more accurate asynchronous request tracing for Windows, Linux, and Azure App Service. Version 3.0 rebuilt the foundation of the Agent, profiler, installers, and release pipeline. Version 3.1 builds on that work with a focused improvement for ASP.NET Core: automatic request correlation that follows asynchronous execution without requiring developers to instrument their application. The result is a more accurate trace, with less duplication and a clearer view of the work performed for each web request.

Remote Infrastructure Management: How to Run Sites With No IT Staff

Most IT teams now look after more sites than they have people to visit. Remote infrastructure management covers that gap, and it works differently from the IT infrastructure management you run inside a building where somebody can walk over and look at whatever broke. The technology rarely causes the trouble. Trouble starts when a site goes quiet and there's nobody standing there to look at it.

10 Best Database Monitoring Tools for 2026

If your company relies on multiple databases and applications, keeping track of database performance can become difficult. You may face challenges such as: As your database environment grows, identifying the cause of performance issues becomes harder without the right monitoring in place. I get why database monitoring tools have become an important part of managing database performance. They help you monitor database activity, spot performance issues, and find what is causing a slowdown.

Run your first workflow in minutes, no sales call

The regression nobody catches passes a busy review and ships. An off-by-one, a change that reads as sensible and quietly breaks something, gets a nod from a tired reviewer and lands in production, where it erodes trust one small defect at a time. You can have an AI code reviewer running on your own repository in the time it takes to read this page. Get started without having to book a demo or contact sales.

AI Agent Context Explained: What Agents Can't See in Your Infrastructure

The "C" word is a controversial subject in the US, but we have to talk about "context", and what it means to an AI Agent. For starters, agents can only act on what's in their context window. Everything outside of it is a guess. In application code that limit is usually an annoyance.

The Data Race That Wasn't a Bug (and the One That Was)

Imagine this: you are testing the performance of some part of your application. Everything is going smoothly, the numbers look good, and as a last check you turn on Go’s race detector. Then, out of nowhere, it prints a warning you didn’t expect: So you look at it. You look at it again, and again, and you think: “What the…?” The race is between your code and a goroutine you never started, somewhere deep inside net/http. You have no idea how that is possible, or why.

Why We Built the Komodor Agentic Operations Platform: Q&A with CEO Ben Ofiri

Komodor spent years building an AI SRE platform before the category had a name. With the launch of the Komodor Agentic Operations Platform, it’s opening that engine up so enterprises can build, run, govern and optimize their own agents in production. Following the launch, co-founder and CEO Ben Ofiri sat down to talk about why now is the right time for agentic operations, what breaks between prototype and production, and where operations will head next.