Jonathan Pedoeem

Claude 3.5 Sonnet June Version vs GPT-4o

Whether you're a developer, researcher, or business leader, understanding how these models compare across key dimensions, like reasoning, speed, code generation, and multimodal capabilities, can help you choose the best tool for your needs. Reasoning & Knowledge Performance Claude 3.5 Sonnet shows a consistent edge in complex

llama-4-scout-17b-16e-instruct: Open-Source Powerhouse with MoE, Multimodality & 10M-Token Memory

Imagine analyzing an entire library of documents, answering complex questions about photos, or maintaining coherent conversations across hundreds of thousands of words, all with a single 17B parameter model that runs on one GPU. That’s Meta's Llama 4 Scout. Released in April 2025, Llama 4 Scout represents

AI Prompt Engineering Jobs in 2025: Skills, Salaries & Future Outlook

When Anthropic posted a "Prompt Engineer and Librarian" position with a salary up to $335,000, the tech world took notice. This wasn't a role requiring a PhD or decades of coding experience, it was for someone who could effectively communicate with AI. Welcome to the

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

LLM Idioms

An LLM idiom is a pattern or format that models understand implicitly - things their neural nets have built logic and world models around, without needing explanation. These are the native languages of AI systems. To me, this is one of the most important concepts in prompt engineering. I don'

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 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

How I Automated Our Monthly Product Updates with Claude Code

From tedious manual work to comprehensive automated analysis in one afternoon 0:00 /2:41 1× If you're like me, you probably dread writing those monthly product update emails. You know the ones – where you have to comb through dozens (or hundreds) of commits across multiple repositories, trying

Claude 3.5 Sonnet June Version vs GPT-4o

llama-4-scout-17b-16e-instruct: Open-Source Powerhouse with MoE, Multimodality & 10M-Token Memory

AI Prompt Engineering Jobs in 2025: Skills, Salaries & Future Outlook

Learnings from the Google Prompt Engineering Paper and others

LLM Idioms

Is JSON Prompting a Good Strategy?

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

Claude Code vs. Cursor

How I Automated Our Monthly Product Updates with Claude Code

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