4 posts tagged with "AI Assisted programming"

Vibe coding is genuinely changing how software gets shipped. It's not hard to see why: faster iterations, lower barrier to entry, more time in flow, and less time wrestling with boilerplate.

Production, on the other hand, doesn't care about your flow state.

You've probably been there: a feature that looked clean in every prompt, passed the automated tests, survived a quick review, and got merged without a second thought, only to silently misbehave for a slice of your users hours later. The AI didn't know about the edge case. You didn't catch it. And now you're debugging code you didn't quite write.

This doesn't mean vibe coding is the problem. It means AI-assisted development needs a production safety net. And what is one of the most practical safety nets for production features? Feature flags.

Manually recreating dozens of feature flags across platforms is tedious and error-prone. This guide shows you how to automate the entire migration from Prefab to ConfigCat in minutes using CLI export and natural language commands via an AI agent.

Rather than rebuilding every flag by hand, you'll export your entire Prefab configuration into a data file and use ConfigCat's AI-powered Model Context Protocol (MCP) server to transfer your configuration with minimal effort.

Prefab was acquired by Reforge and is being rebranded as Reforge Launch. If you're evaluating Prefab alternatives, ConfigCat offers a comparable feature set. With this simple migration process, you can see exactly how your Prefab feature flags behave in ConfigCat.

In this step-by-step guide, you’ll learn how to automate your Statsig feature flags migration with AI-powered Model Context Protocol (MCP) servers. Instead of writing custom scripts or manually recreating each flag, you can use natural language commands to transfer your entire configuration reducing migration time by up to 80%.

In this guide, you’ll learn how to connect your AI client to ConfigCat so you can list, create, and target feature flags using natural language with ConfigCat’s MCP server.