Posts

Learn two ways of calling native code from Python: ctypes and Cython.

Learning DevOps is not limited by technology skills. Here, we discuss the tooling and mindset that can help developers transition to DevOps engineers.

Learn how to calling native code from C# using attributes and structs. With a little work it can be made cross-platform on Windows, Mac OS, and Linux. C# also provides a way to free memory automatically to reduce the chances of leaks.

Using FFM to call native code from Java

Learn how to build interactive AI evaluation reports in .NET to communicate model quality, boost transparency, and engage your team.

Using the JNI to call native code from Java

When building AI applications with LLMs, many teams are still "vibe testing" their way to production. This guide shows how file-based prompts and comprehensive test scenarios build reliable review analysis systems that handle real-world complexity, allowing you to build a solid set of repeatable automated regression tests.

Examples of calling native code from several modern languages

LLMs produce non-deterministic outputs, making traditional exact-match testing ineffective. How can you verify an application response is contextually accurate when the response can vary with every request? Let's take a look at promptfoo!

When an unexpected pause disrupts a project, getting back on track can be harder than it seems. In this post, we share lessons from our own two-week project interruption, the challenges we faced on resuming work, and 7 practical steps for regaining momentum—from strong leadership alignment to rebuilding team connection and purpose. These strategies can help any team recover faster, stronger, and with greater resilience.