Systems | Development | Analytics | API | Testing

The Developer's Guide to Debugging AI-Generated Code

AI coding tools like ChatGPT, GitHub Copilot, and Claude have completely changed how we write software. From humble beginnings where non-AI-enabled code assistants made intelligent code suggestions, like Intellisense, the latest agentic tools can generate entire functions, suggest optimal algorithms, and even scaffold complete applications in minutes. However, as any developer who’s worked with AI-generated code knows, the output isn’t always perfect.

Perforce 2025 State of Data Compliance Report Reveals Confusion Around AI Data Privacy

MINNEAPOLIS, SEPTEMBER 30, 2025 - Perforce Software, the DevOps company for global teams seeking AI innovation at scale, announced the findings of the 2025 State of Data Compliance and Security Report. This comprehensive research reveals alarming trends when it comes to AI and data privacy, with mass confusion around the safety of sensitive data in AI model training and the frequency of data privacy exposure.

Accelerating and Scaling AI Deployments Across Hybrid Environments - MLOps Live #40 with Safaricom

Safaricom, one of the most AI-mature mobile operators, delivers predictive modeling and hyper-personalized financial services to millions of users. But operational challenges were slowing down deployments—limiting their ability to scale and act in real time. In this session, Safaricom’s AI team shares how they: Watch now to learn how they overcame bottlenecks, scaled faster, and unlocked real-time impact at massive scale with the Iguazio technology.

MCP Server in Testing: What It Means for You

Teams use different tools in their software testing life cycle. The problem? Each tool has its own way of communicating. The MCP (Model Context Protocol) Server is a new approach to integrating these tools. It’s like a universal translator, so your testing tools, scripts, and AI copilots can share context without endless plugins or one-off integrations.

Streaming Kafka Events in Real Time via WebSocket APIs

Imagine that you need to know the exact location of the train that you’re about to catch. Trains can be equipped with IoT sensors that can publish location coordinates via Kafka streams in real time. You will be using a mobile application to view a train’s location. Mobile applications and web applications are compatible with WebSocket, a web-friendly protocol, but the location data is received via a Kafka stream. How do we convert the real-time Kafka feed into a real-time WebSocket feed?

Mobile App Testing Device Fragmentation: 2025 Benchmarks

By the year 2025, simply writing clean code doesn’t guarantee a flawless mobile application; ensuring your app works across a jungle of devices is the key to success. The challenge stems from mobile device fragmentation, the unlimited, confusing combinations of operating systems, display sizes, and hardware specifications that make testing a moving target.

OctoPerf MCP Server

With the rapid rise of AI, the emergence of the MCP protocol reshaping human-machine collaboration, and testing tools like OctoPerf making their mark in the DevOps landscape, we’re clearly riding a new tech wave… and it’s got style. I wanted to dive into this project because it felt both fun and challenging. It was the perfect opportunity to explore what AI, the MCP protocol, and OctoPerf could really offer… and to see how far we could push the possibilities.

3 things to know about Xcode 26 Compilation Caching

In just 4 minutes and 3 questions, Bitrise Solutions Engineer Ben Boral explains how Xcode 26 Compilation Caching cuts iOS build times and how Bitrise Build Cache makes adoption easy. If you want to learn more, join our live webinar on October 21 to see a full demo and ask questions! Bitrise provides a full-stack, vertically integrated mobile DevOps solution that unites the tools, processes and testing frameworks engineering teams need to build best-in-class mobile experiences. Over 400,000 developers use Bitrise’s products: Bitrise CI, Build Cache, Release Management, and Insights.