Systems | Development | Analytics | API | Testing

4 Tips for Developing Model Context Protocol Server

The Model Context Protocol (MCP) is rapidly becoming the connective tissue for agentic AI systems and IDE tooling. Whether you’re building a dev tool that integrates with LLMs or enabling a context-aware API backend, standing up an MCP server is a rite of passage. But MCP is still in its early days and there are some sharp edges. Here are four practical shortcuts to fast-track your MCP server development so you can skip the boilerplate and get to the good stuff: intelligent tooling.

Oracle Cloud's 25B release is coming: Here's how it will affect your testing strategy

Oracle recently published the release notes for Oracle Cloud’s 25B release, which will be available in late April. That means you only have a few weeks to get your test plan in place to ensure new features don’t impact your existing customizations or integrations. This release introduces several significant updates that will benefit your Oracle users, including Project Cost Distribution using available award funding and managing roles in Custom OAuth Apps.

Test sharding: elevate code quality without slowing down your team

Sometimes teams avoid introducing more tests (particularly UI tests) because they fear slowing down their CI pipeline. Should you have to sacrifice software quality for the sake of fast cycle times? Absolutely not. So, how can you introduce more tests without slowing down your CI pipeline? The answer: employ test sharding. In this post, we’ll dive into what test sharding is and why you should consider it.

New Enhancements to Konnect to Fuel API-Driven Innovation

APIs are the lifeblood of disruption. . . when leveraged correctly. The best, most disruptive businesses are able to harness API growth as a strategic opportunity. But how? With an API platform that drives innovation, faster delivery, and top-tier customer experiences alongside a top-notch developer experience. To that end, the Kong Konnect team has been busy executing against these goals in the new year.

Ep 6 - From Roadblocks to Results: How Shared Vision Drives Data Streaming Success

Whether you're an executive setting the strategy or an architect building the backbone, alignment is the key to turning transformation from a buzzword into results. Rick Hernandez, principal technical architect at EY, shares how to unlock shared vision and turn it into enterprise-wide data streaming success. In this episode, Rick joins Joseph to explore how organizations can connect leadership ambition with technical execution. Exploring how top-down buy-in, clearly defined objectives, and strategic alignment with the right technology can give your organization “wings to a tiger.”

Simplifying Regulatory Compliance with Xray Enterprise

In highly regulated industries such as healthcare, finance, and aerospace, compliance is a critical component of risk management and operational integrity. Regulatory bodies impose strict standards to ensure software reliability, data security, and transparency. Whether it's FDA regulations for medical devices, GDPR for data protection, or ISO standards for quality management, organizations must demonstrate that their software testing processes meet these stringent requirements.

Performance Benchmark Report Q1 2025 for Shopware 6

How does your Shopware 6 store’s PHP backend performance compare to other operators of Shopware in general? To answer this question, we have aggregated and anonymized performance data from over 150 Shopware 6 stores over the last quarter and computed benchmark numbers to compare to for the most important page types: Product details, Category, Search, and Homepage.