Systems | Development | Analytics | API | Testing

Speeding up AI Coding Assistants using Deterministic Feedback

AI coding assistants are transforming the way developers approach software development by automating routine tasks and enhancing code quality. These tools leverage artificial intelligence and machine learning to provide real-time code suggestions, auto-complete functions, and even debug existing code, making the development process faster and more accurate.

Vibe Coding: How To Code With Flow, Focus, And Fun

Coding isn’t just a chore anymore – it is an experience. With the rise and advancement of AI-driven coding tools, developers are now able to enjoy what Andrej Karpathy calls "vibe coding" – a state where we turn off our control and let the tools vibe with us. In this blog post we are going to discuss how we can tap into vibe coding to ship faster, feel creative, and stay in flow.

DIY LLM Chatbot? 5 Reasons to Think Twice and Embrace DreamFactory's MCP

Large Language Models (LLMs) like ChatGPT and Claude have revolutionized how we think about business automation and conversational interfaces. So it’s no surprise that many organizations are considering building their own LLM-powered chatbot. But here’s the truth: creating a secure, scalable, and intelligent chatbot from scratch is harder than it looks.

Custom Dashboards in Kong Konnect | Part 1

From the high-stakes "war room" where you're troubleshooting an outage to the "boardroom" where you're presenting platform growth, API dashboards give you the critical visibility you need. In this demo, we introduce custom dashboards in Kong Konnect. We'll show you how to build a powerful, tailored dashboard from scratch in just a few clicks—without writing a single line of query language. See how our intuitive, user-friendly interface allows anyone on your team, from developers to non-technical leaders, to get the exact data they need.

The Roadmap for Reducing Technical Debt in 2025

Technical debt is a sneaky hang-up that organizations and teams often ignore until it becomes unmanageable. It creeps in slowly, undermines your team’s productivity, and builds up until your product is hard to maintain and scale. Software systems and development cycles are increasingly being driven and supported by AI, continuous delivery, and cloud-native environments, making it critical to adopt a clear strategy for identifying and reducing technical debt.

Fault Injection for API Protocol Resilience

APIs are the backbone of modern systems, but when they fail, the impact can be catastrophic. Fault injection testing helps you prepare for these failures by simulating disruptions in a controlled way. This practice ensures APIs remain reliable and can recover gracefully under stress. Here's what you need to know.

Introduction To Selenium Software Testing

In the field of agile development, software testing can be a difficult task. Much of the exhaustive testing is conducted manually, which can slow release schedules, as well as make errors more likely. Selenium is a great fit here. Selenium is an open-source tool that allows you to automate web browsers, which, one could argue, serves to speed up testing by allowing test cases to run quickly.