Systems | Development | Analytics | API | Testing

This blog expands on insights Amjadh Ifthikar shared during his WSO2Con Asia 2025 presentation. Watch the full session here.

Do you find yourself questioning why popular apps sometimes crash or act unusually? Regardless of how hard software is crafted, bugs are a huge obstacle for teams, often resulting in unhappy users, lost revenue, or even product release delays. Most organizations are unable to track these bugs effectively and so they often use a mix of spreadsheets, or scattered scribbled notes and lose them in the shuffle—causing confusion, repeated work, and issues that aren’t resolved.

Over the past few years, model providers have invested heavily in “guardrails”: safety layers around large language models that detect risky content, block some harmful queries, and make systems harder to jailbreak.

Concurrency means running multiple tasks at the same time, and it’s a great way to ensure our apps stay responsive. Swift 5.5 introduced structured concurrency and the closely related concept of async/await to improve the management of asynchronous code, part of a wave of changes designed to ensure simpler code, improved error handling and automatic task lifecycle management.

ETL pipelines extract, transform, and load data into destinations where teams can analyze and operationalize insights. This guide explains ETL fundamentals, core use cases, and how small teams and enterprises pick the right platform. We compare leading tools head-to-head and detail selection criteria. Integrate.io appears as our top pick for its balance of no-code simplicity and enterprise-grade governance, helping startups move fast without sprawl and large organizations standardize at scale.

October brings focused AI-native upgrades across Studio 10.4.0, TestCloud, and TestOps. Studio adds Agent-mode MCP, AWS Bedrock, AI failure analysis, automated code migration, and API auth inheritance. TestCloud delivers live device takeover, KRE session control, CLI heap sizing, private site testing, and richer Image Injection. TestOps adds an MCP server for LLM-driven management and a unified, real-time schedule console.

The EU AI Act is here, and for many enterprises, it represents a massive coordination challenge. As the world’s first comprehensive AI law, it mandates strict governance on transparency, risk management, and data quality. For platform engineers and architects, the immediate question is operational: How do we comply with these new regulations without forcing every developer to rewrite their applications?

Your connectivity decisions have long-term consequences. They affect development velocity, cost structure, and time-to-market for years. When evaluating ODBC and JDBC connectivity options, technical leaders face pressure to deliver quickly while managing constrained resources and demonstrating ROI. Building connectors appears cost-effective when evaluating initial development costs alone.

Have you ever observed an application that was completely functional, and suddenly it starts lagging at peak usage? Most teams are concerned with functionality first and performance under load second. Open source load testing tools expose your application’s bottlenecks before your users notice them. In this blog, we explain how these tools work, compare their features, and discuss best practices.

Prisma is a modern open-source database toolkit designed to simplify data workflows for developers. It provides a powerful and intuitive way to interact with databases, and it is type-safe. Prisma works well in a monorepo because it can be used in both the frontend and backend of a full-stack application. This enables developers to share types and logic across the entire codebase, resulting in a more efficient development process.