Blog

  • How AI Is Changing SRE Work in 2026

    There is an old Soviet cartoon from 1965 called "Vovka in the Far Far Away Kingdom." In it, the main character dreams of a fairy-tale life where he never has to do anything himself. At one point, "two from the casket" appear, little helpers who do everything on command, quickly and without unnecessary questions.

    Rustam Atai5 min read
  • Which on-premises mail server to choose in 2026?

    A concise overview of popular open source self-hosted mail stacks: components (MTA, IMAP/POP, web client, anti-spam), supported OS, Kubernetes readiness, operational effort, and project maturity. At the end: a comparison table and practical picks for Kubernetes and traditional VMs.

    Rustam Atai
  • Marketing

    How Companies Grow from DevOps to SRE

    When we talk about DevOps and SRE, many people imagine that a company simply decides to “switch to SRE” one day. In reality this almost never happens. Companies do not jump from DevOps to SRE. They grow into SRE gradually, usually over several years, as systems become more complex and downtime becomes more expensive.

    Rustam Atai10 min read
  • Marketing

    When Should a Company Hire SRE Instead of DevOps

    Many companies ask the same question at some point: **Do we need DevOps engineers, or do we need SRE?** This is not just a technical question. This is a **business decision about reliability, risk, and growth**. In this article we will look at: - when DevOps is enough - when SRE becomes necessary - how to decide from a business perspective - what criteria to use - common mistakes companies make

    Rustam Atai15 min read
  • Marketing

    DevOps and SRE in 2026: What’s the Difference and Why It Matters

    Over the last decade, DevOps and Site Reliability Engineering (SRE) have become standard approaches to building and operating modern infrastructure. Many companies use these terms interchangeably, but they are not the same. Understanding the difference is important for business decisions, hiring, and infrastructure strategy. In this article, we look at DevOps and SRE from a business perspective: what they are, how they differ, and when each approach makes sense.

    Rustam Atai15 min read
  • The Future of IT Outsourcing Services: A Decade of Transformation

    As we stand on the threshold of a new decade, the IT outsourcing services industry finds itself at a pivotal crossroads. Over the past several years, this sector has undergone significant transformations driven by rapid technological advancements, economic shifts, and changing global dynamics.

    Rustam Atai5 min read
  • Streamline Your Documentation Process with Sphinx

    In the fast-paced world of Information Technology, effective communication stands as the linchpin for successful project execution. An essential facet of this communication is well-organized and accessible documentation. Here, we introduce Sphinx, a robust documentation generator that transforms simple plain text into beautiful, interactive, and functional documentation.

    Rustam Atai5 min read
  • Turning Code into Cash: Unveiling App Monetization Strategies

    In the digital realm, creating a remarkable application is only half the battle won; the other half is about converting its value into revenue. Monetization is the linchpin that transforms a well-coded app into a profitable digital asset. However, the path to successful app monetization isn’t a straight line but a strategic maze that requires an understanding of available monetization models, user behavior, and market trends. This article delves into various app monetization strategies, shedding light on how developers and businesses can optimize their digital offerings to generate sustainable revenue while continuing to provide value to the users.

    Rustam Atai6 min read