Custom instructions for Claude Code ultrathink

Add custom instructions to your Ultrathink tasks with Claude Code, simulating a small development team and streamlining project management.

Published on: August 20, 2025Tags :•Claude Code ultrathink instructions•custom instructions for Claude AI•Ultrathink task command•Claude Code architecture agents•research agents coding agents testing agents

Learnings from Building AI Agents

Discover how to make AI code review assistants quieter and more accurate. Learn from the author's experience at cubic.dev, an AI-powered 'smarter GitHub', and e

Published on: August 20, 2025Tags :•AI Code Review Agents•Code Review Assistant•Quiet and Accurate AI Feedback•Machine Learning for Code Review•Efficient AI Design•Reducing False Positives•Code Analysis Tools•Artificial Intelligence in Software Development•Improved Code Quality•Automated Code Review

How to Avoid Skill Atrophy in the Age of AI

Learn how to use AI programming assistants without letting your hard-earned engineering skills deteriorate from disuse. Discover the balance between productivit

Published on: August 20, 2025Tags :•skill atrophy•AI programming assistants•engineering skills development•productivity•coding efficiency•avoiding skill decay

How Do Large Language Models (LLMs) Work? (A Clear Explanation with Visuals)

Understand how Large Language Models (LLMs) work with a clear explanation, visuals, and examples. Learn about conditional probability and its role in LLMs like

Published on: August 20, 2025Tags :•large language models•LLMs•conditional probability•machine learning•natural language processing•AI explanations

Context Engineering: Bringing Engineering Discipline to Prompts

Transform your AI prompts with Context Engineering: a comprehensive approach to providing AI with all necessary information and tools for successful task comple

Published on: August 20, 2025Tags :•context engineering•prompt engineering•AI prompts•information architecture•large language models•artificial intelligence•natural language processing•machine learning•technical writing