Jonathan Pedoeem

Claude Code: Behind-the-scenes of the master agent loop

When Tom's Guide reported that Anthropic had to add weekly limits after users ran Claude Code 24/7, it caused quite a stir. Claude Code did something right. Let's dive into the architecture behind the scenes and see if we can learn a thing or two

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 their new grok-code-fast-1 model. These guides are awesome ways to learn how to be a better day-to-day prompt engineer, not just with grok. Below are my takeaways after reading it. They are aimed to help with day-

Agent Client Protocol: The LSP for AI Coding Agents

What if switching between AI coding assistants was as easy as changing text editors? That's the promise of the Agent Client Protocol (ACP)—a new open standard that aims to do for AI agents what the Language Server Protocol did for programming languages. Just as LSP decoupled language

How to Use GPT-3.5 in 2025: Still Worth Using, or Time to Upgrade?

Despite being three years old, GPT-3.5 remains one of the most deployed AI models globally, but the landscape has shifted dramatically. Here's what you need to know about GPT-3.5's current position and when it makes sense to upgrade. What GPT-3.5

Agentic Reasoning AI Doctor: Autonomous Reasoning Meets Modern Healthcare

The landscape of AI in healthcare is undergoing a fundamental transformation. We're witnessing a shift from simple pattern-matching chatbots that merely identify symptoms to sophisticated goal-directed "AI doctors" capable of reasoning through complex medical scenarios. This evolution represents a potential solution to healthcare'

DeepSeek R1 vs V3: Choosing Between Reasoning Power and Practical Efficiency

DeepSeek has created something remarkable, two AI systems built from identical foundations yet designed for completely different purposes. Both V3 and R1 share the same 671-billion-parameter architecture, but their creators made a fascinating choice: optimize one for analytical precision and the other for creative expression. This dual approach

12 Essential Prompts to Use When Updating Your Resume Using Google Gemini Use For Free

The job market has evolved dramatically with the integration of AI tools. Resume optimization needs to be balanced with human readability: a challenge that Google Gemini can help address through strategic prompting. Gemini excels at contextual analysis and can help job seekers optimize their resumes by analyzing job descriptions, suggesting

Which is Better: O3 or 4.5 ChatGPT?

When OpenAI made ChatGPT-O3 and ChatGPT-4.5 available simultaneously side by side in 2025, developers faced an intriguing choice: O3's systematic reasoning engine versus 4.5's conversational mastery. O3 built its reputation on deep reasoning, thinking longer, showing its work, and delivering analytical rigor.

Claude Code: Behind-the-scenes of the master agent loop

Grok Code Fast 1: First Reactions

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

Agent Client Protocol: The LSP for AI Coding Agents

How to Use GPT-3.5 in 2025: Still Worth Using, or Time to Upgrade?

Agentic Reasoning AI Doctor: Autonomous Reasoning Meets Modern Healthcare

DeepSeek R1 vs V3: Choosing Between Reasoning Power and Practical Efficiency

12 Essential Prompts to Use When Updating Your Resume Using Google Gemini Use For Free

Which is Better: O3 or 4.5 ChatGPT?

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