Operations | Monitoring | ITSM | DevOps | Cloud

What Metrics to Monitor in Your Vibe Coded App

These days, using a tool such as Cursor, GitHub Copilot, Zed, or Claude makes it easier than ever to develop and deploy applications. You express your requirements, receive the completed project back as output, and there you have it! You now have an application that is in production and functioning. However, the surprise comes after the app has been deployed. When your app breaks or behaves abnormally, it may not be immediately obvious what is wrong or how to fix it.

AI Coding Agents Break What Works

Your AI coding agent just made every test pass. Ship it, right? Not so fast. A growing class of AI-generated bugs doesn’t come from writing bad code. It comes from the AI changing working code to accommodate its own mistakes. This isn’t a theoretical risk. It’s happening now, in production codebases, and it’s harder to catch than any bug the AI might introduce from scratch.

Top 7 AI/ML Development Companies for Enterprise Solutions in 2026

By 2026, most enterprises have moved beyond the proof-of-concept stage of AI. A demo may be easy to deliver, but deploying an autonomous agent in a production environment introduces challenges around data sanitization, system integration, and inference cost management.

Top 5 Creative & Digital Agencies for Scalable CMS Solutions (Ranked)

A company website should be an asset that drives engagement, visibility, and sales as time goes on. But, it doesn't always work out that way. It takes an investment in your website so that it actually fuels your growth, which is where scalable CMS solutions come into play. These add quite a few features and upgrades to a business website, helping it actually help your business. And, creative and digital agencies are usually the best place to go for this.

Stop Vibe Coding Everything: The Case for Spec-Driven Dev

Spec-driven development with AI coding agents could change how you build software. In this GitKon 2025 talk, Erik Hanchett, Senior Developer Advocate at AWS, breaks down why AI coding assistants perform dramatically better when they start with structured specifications instead of raw prompts. If you've been vibe coding your way through complex features and wondering why your AI keeps going off the rails, this is the video for you.

What Your Engineering Team Means When They Say "We Need a Better Solana API"

If your engineering lead has asked for a budget to upgrade your Solana infrastructure, you've probably heard about APIs, RPC nodes, latency, and landing rates. And if you are like most non-technical executives, you nodded, approved a line item, and moved on. This post is the translation layer. A Solana API is the single connection between your product and the blockchain it runs on. When that connection is slow, unreliable, or undersized, your users feel it before your dashboards show it.

How Strategic Partnerships Are Reshaping Modern Product Development

Product development rarely happens inside a single organization anymore. As software platforms grow more complex and industries become more interconnected, companies increasingly rely on external partners to help design, build, and deliver new products. Cloud providers, platform vendors, engineering partners, and specialized research organizations now play an essential role in modern development environments. Instead of building every component internally, many companies operate within ecosystems where collaboration across organizations is necessary to move products forward.

The Rise of AI App Builders in Agile Development Environments

Modern software development moves quickly. Businesses need to test ideas, release updates, and respond to customer feedback faster than ever before. Agile development methods were created to support this need for speed and flexibility. In recent years, a new type of tool has begun to support these processes even more. An AI app builder helps teams create applications with less manual coding by using artificial intelligence to assist with design, development, and testing tasks.

The best observability platforms for developers

At some point, logs stop being enough. As applications grow more distributed, understanding what's actually happening in production becomes harder. That's what observability platforms are built for. The hard part is figuring out which one is actually right for your application — and your budget. This guide covers some popular options: what they do well, where they fall short, and who they're for.

.NET vs ASP.NET: How to Choose the Right Technology for Your Product

Microsoft has developed many tools for software development. .NET and ASP.NET are among the most widely used. Although the two may sound similar, they have different purposes in development projects. .NET is an application platform for development across environments, while ASP.NET is used for developing web applications only. By March 5, 2026, ASP.NET was actively used worldwide, with notable adoption in the United States and Turkey, and it powered 4.5% of all websites whose server-side programming language was known.