Systems | Development | Analytics | API | Testing

Now is the Time for Higher Education Institutions to Master Data Lineage

In today's state, local, and education (SLED) environments—especially higher education—budgets are under constant scrutiny, and the demand for data excellence is constant. That means doing more with fewer resources. One high-impact change to your data workflows that can transform the quality of your data and AI while lowering costs is automating and documenting data lineage.

Self-Service Data Replication with K2K - part 1

First in a 3-part series on self-service K2K replication. This post tackles how to give self-service access to deploy K2K without handing over the keys to your Kafka clusters. Lenses developed K2K (Kafka-to-Kafka) to solve two major problems: This includes making it as self-service as possible so developers can deploy without requiring a PhD in MirrorMaker2. One key design requirement: don’t force engineers to manage credentials to authenticate with Kafka.

Best PAM Solutions for Mid-Size Teams in 2026

Privileged access management has a reputation problem. Nearly one in two IT leaders describes PAM implementation complexity as a top challenge. For enterprises with dedicated security engineering teams and six-figure budgets, that complexity is manageable. For everyone else, it is the reason PAM projects stall, get deprioritized, or never start at all. If you are part of a security team of two to ten people, or an IT leader at a mid-size company that needs to protect privileged credentials without running a multi-month deployment, this guide is for you.

Prompt, Deploy, Pray Is Dead: Validating AI Code with Proxymock

Recent outages tied to AI-assisted code changes have pushed companies into a corner. After several incidents with massive “blast radius” impacts, organizations like Amazon introduced stricter controls—mandating that senior engineers manually review all AI-generated code before it hits production. That response makes sense on paper, but it exposes a fatal flaw in the modern development pipeline.

Building a Django Chat App with WebSockets

Django is well known for being used to develop servers for HTTP connections and requests for applications. Unfortunately, when building Django chat app or any chat app that requires the connection to remain open for a two-way connection, using an HTTP connection is inefficient. WebSockets provide a means of opening a two-way connection between the client and the server so that all users connected to the open network can get related data in real time.

What is Regression Testing? Definition, types, and tools

Regression testing is a software testing process that ensures your existing features, designs, and dependencies continue to work as expected after changes or updates are made to your codebase. It detects unintended bugs or breaks introduced by modifications like new features, bug fixes, or configuration changes. Each new change introduces a risk of breaking existing functionality, potentially causing shipping delays or launch postponements.