Systems | Development | Analytics | API | Testing

Don't lose the trace that matters: Multiplayer's zero-sampling approach

Multiplayer is the only session recorder that combines frontend replays with unsampled backend traces, stitched together automatically. You don’t have to choose between drowning in noise or missing the critical data. Backend tracing is the backbone of understanding how modern distributed systems behave. Each request generates a chain of spans as it travels through your services and components: what happened, how long it took, and whether it failed.

What Is Software Architecture Guide: Build Robust Systems

One of the problems development teams experience is that when they build applications, they are unable to scale them or handle maintenance and that leads to technical debt and maintenance nightmares. Eventually, the very thing that is software architecture becomes necessary once an organization needs systems to continue to evolve, scale, and change because of the needs of the business.

Redefining Product Design: How AI Transforms Workflow, Speed, and Execution

In design, time has always been more than just a resource — it’s a key metric of competitiveness, and today, it matters more than ever. With generative AI accelerating every phase of product development, the stakes are rising fast, triggering a sharp rise in demand for AI-driven design tools. According to Precedence Research, the global generative AI in design market is projected to grow from $741.11 million in 2024 to over $13.9 billion by 2034, expanding at a CAGR of 34.11%.

The 6 Building Blocks of ETL Architecture

Business intelligence (BI) and analytics projects depend on efficient and effective data integration, which in turn depends on processes such as ETL (extract, transform, load). Rather than performing data analysis from multiple sources in place, ETL collects information within a centralized data warehouse for faster and easier processing and querying.

Website Design Checklist: 15 Steps to Follow in 2025

If you're like most business owners, you probably think about redesigning your website regularly. After all, a website is often the first impression potential customers have of your business so it needs to be professional and up to date. But, when it comes to website design, there are numerous factors to consider. In addition to layout, navigation, and color scheme, there are a million other details that make up an appealing and effective website.

Unlocking AI: Auto-Documentation & Debugging for Distributed Systems

AI is everywhere. Depending on who you ask, it’s either making developers obsolete, or it’s just hype. But for those of us who’ve actually used AI tools in real-world engineering workflows, especially in complex distributed systems, the truth lies somewhere in between. At Multiplayer, we’ve spent the past few years exploring how AI can—and can’t—help solve two of the most persistent challenges in distributed systems: documentation and debugging.

Website Mockup: The Role of Website Feedback Tools

Launching a successful website goes far beyond designing an aesthetically pleasing interface. The path from concept to conversion must be strategically planned to meet both user needs and business objectives. At the very beginning of that path lies a critical stage: the website mockup. A website mockup is not just a visual preview; it is the canvas on which structure, usability, and brand messaging take shape.

How User Flow Can Improve Your UX Design

Designing a website that delivers a smooth user experience requires more than just visually appealing pages or functional interfaces. The key to an effective UX design lies in the understanding of how users interact with your site from the moment they land on a page to when they complete a desired action. This sequence of steps, better known as the "user flow," plays a critical role in determining whether visitors engage meaningfully or abandon the site out of confusion or frustration.

Common Types of Software Architecture

When exploring common types of software architecture, it’s important to understand the foundational patterns that drive modern application development. Software architecture patterns like MVC, client-server, microservices, and event-driven models help teams build scalable, maintainable, and robust applications. Software architects have built a broad range of options with varying features.