Jonathan Pedoeem

268 posts

Does Claude Use a Lot of Water?

"A bottle of water per email," that's how the Washington Post described the hidden cost of AI chats, painting a startling picture of the resources consumed every time we interact with artificial intelligence. The quick answer? Yes, Claude does use a lot of water not directly,

claude --dangerously-skip-permissions

Want Claude Code to move quickly through coding tasks with minimal permission prompts? There’s a “YOLO mode.” The --dangerously-skip-permissions flag lets Claude Code run end-to-end without approvals. This guide covers what the flag does, the difference between Auto-Accept and YOLO mode, safe setup procedures,

Claude Code has changed how we do engineering

Prioritization feels different. Our company has shipped much faster over the last two months, and multiple customers noticed. It helped us build a “Just Do It” culture and cut through prioritization paralysis. Claude Code (or OpenAI Codex, Cursor Agents) is an AI coding tool that is so good it made

Top AI Platforms for Lyrics and Writing

When "BBL Drizzy" exploded across social media—racking up 23 million views on X (formerly Twitter) and 3.3 million SoundCloud streams—the AI-generated track, created on Udio, marked a watershed moment for artificial intelligence in music creation. Meanwhile, The Wall Street Journal reports that ElevenLabs has

Disadvantage of Long Prompt for LLM

Big context windows are tempting: many production models now support six-figure token inputs, with GPT-4o offering up to a 128K-token context window and Claude 3 Opus reaching about 200K. But longer prompts aren't automatically better. In fact, they often create more problems than they solve.

SuperGrok

xAI calls Grok 4 "the world's most powerful AI model," with Elon Musk claiming it performs "better than PhD level" across academic subjects. Early benchmarks suggest SuperGrok might actually deliver on these promises. Understanding SuperGrok matters because it combines state-of-the-art reasoning

Grok Code Fast 1: First Reactions

256k context and ~92 tokens/sec—xAI's coding model lands in GitHub Copilot public preview, aiming for speed at pennies per million tokens. This post covers what it is, why it's fast and cheap, best uses, where to try it, and what's next. Why

xAI's Prompt Engineering Guide for grok-code-fast-1

xAI recently released a prompt engineering guide for its Grok Code Fast 1 model. It’s a practical read for teams looking to sharpen everyday prompt engineering habits—not just when working with Grok. Below are my takeaways after reading it. They are aimed to help with day-to-day

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