Leobit Blog

AI features rarely fail during a demo. They usually fail a few months after launch, when finance asks why the AI assistant is costing far more than anyone ...

Open WebUI has over 376 million downloads since its release in 2023, a scale of adoption that puts it among the most widely deployed open-source AI projects to ...

In April 2026, Microsoft released a production-ready Version 1.0 of its Microsoft Agent Framework, a solution that brings several AI agent development ...

Here is an uncomfortable piece of arithmetic. A user types a ten-word question into your AI feature. Behind the scenes, that request can carry 3,000 or more ...

Agentic AI systems are inherently more complex than solutions with basic AI integrations, and building one is a genuinely challenging task. That task has to ...

McKinsey reports that only about 30% of organizations have reached advanced AI maturity levels, supported by governance, compliance, dedicated budgets, and ...

The ruby-openai gem, a client for integrating OpenAI models into Ruby applications, has surpassed 43 million downloads, and in 2025, OpenAI, Gemini, and ...

The application you ship today is rarely one deployable unit. It is a set of services, each running closer to the user or the data it depends on, so responses ...

In just over a year, the Model Context Protocol went from a little-known acronym to a key part of AI infrastructure. By December 2025, more than 10,000 active ...