Yonatan Steiner

38 posts

How to use an AI agent to sort emails

The relentless flood of emails that fills our inboxes has become an everyday struggle for many, overshadowing the benefits of instant communication. Traditional methods of manually sorting through emails - creating folders or setting rules - often fall short due to the sheer volume and variety. However, the landscape is

AI contextual governance business evolution adaptation

AI is moving from “nice-to-have automation” to a core operating layer inside modern organizations - and that shift forces a rethink of governance. The same rules cannot sensibly apply to a low-stakes customer chatbot and a high-stakes autonomous system, which is why contextual governance is becoming the practical path forward:

Browser-tools-mcp and other methods for agentic browser use

The trajectory of AI has shifted from static text generation to dynamic, agentic execution. In this new paradigm, the web browser represents one of the most important interfaces for AI agents - serving as the gateway to information, SaaS applications, and digital workflows. But integrating large language models with browser

AI contextual refinement

Understanding AI contextual refinement has become essential as technology shifts from focusing solely on prompt engineering to embracing context engineering. As AI models advance, the skill of contextual refinement becomes crucial to optimize outputs, increase accuracy, and reduce hallucinations. Effective context management in LLMs is now critical for higher efficiency

LLM-as-a-Judge: Using AI Models to Evaluate AI Outputs

Evaluating AI-generated text remains a significant challenge. Traditional metrics often fail when dealing with open-ended tasks. And while human evaluation is considered the gold standard, it's often slow, costly, and hard to scale. Enter the concept of "LLM-as-a-Judge," a novel approach where large language models (LLMs)

Capabilities, Pricing, and Integration Risks: x-ai/grok-4-fast:free

In the ever-evolving world of AI, the concept of "free" draws considerable attention, especially when it involves models like x-ai/grok-4-fast. This entry into the AI landscape offers significant AI access functionalities. Designed by xAI, and available via OpenRouter, Grok 4 Fast represents a shift towards more affordable

LLM Evaluation Fundamentals: Our Guide for Engineering Teams

Moving from the realm of traditional software testing to evaluating LLMs presents a unique set of challenges and opportunities for modern engineering teams. Below, we delve into the nuanced world of LLM evaluation, exploring the best practices, common obstacles, and effective techniques that are shaping the landscape today. Why evaluating

Install Claude Code: Step-by-Step Guide for Developers

AI coding assistants have been reshaping software development, making tasks more efficient and less time-consuming. Among these cutting-edge tools is Claude Code from Anthropic, a standout with its agentic capabilities in AI-assisted coding. Installing and leveraging such a tool can significantly enhance your development workflow. Why Claude Code? Claude Code

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