Gavriel Amati

Learnings from the Google Prompt Engineering Paper and others

The gap between basic and expert prompt engineering is smaller than you think. While most prompt engineers plateau after mastering basic techniques like "be specific" and "provide examples," the real breakthroughs come from understanding the nuanced capabilities of each model family. After extensive research into official

Is JSON Prompting a Good Strategy?

A clever trick has circulated on Twitter for prompt engineering called "JSON Prompting". Instead of feeding in natural language text blobs to LLMs and hoping they understand it, this strategy calls to send your query as a structured JSON. For example... rather than "Summarize the customer feedback

Grok 4 First Impressions: A Surprising Leap in the AGI Race

Grok 4, launched on July 9 2025 by Elon Musk's xAI, claims to be "the world's most intelligent model." Grok 4 is a major leap in AI evolution, boasting multi-agent collaboration, real-time tool use, and PhD-level reasoning across STEM and beyond. Businesses and researchers

Grok 4 vs Claude Opus 4: I Compared Them and Here's What I Found Out

Grok 4 (by xAI) and Claude Opus 4 (from Anthropic) are two of the most advanced language models available today. Both launched in 2025, they serve research, enterprise, and creative needs—but take very different approaches. Here's how to pick the right AI tool for everything from academic

Claude Code vs. Cursor

AI coding assistants have revolutionized how developers write and maintain code. Two standout tools take completely different approaches: Claude Code operates as an autonomous terminal agent that can handle complex, multi-step tasks independently, while Cursor enhances the familiar VS Code experience with real-time AI assistance. Understanding their core differences will

Learnings from the Google Prompt Engineering Paper and others

Is JSON Prompting a Good Strategy?

Grok 4 First Impressions: A Surprising Leap in the AGI Race

Grok 4 vs Claude Opus 4: I Compared Them and Here's What I Found Out

Claude Code vs. Cursor

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