diffusion models
# Diffusion Models in Code Generation: How They Differ from Autoregressive Approaches ## Introduction Developers often spend more time **editing, refactoring, and debugging** code than writing it from scratch. Code creation is rarely a linear, uninterrupted process — instead, it’s an **iterative cycle** of refinements. You might: - Draft part of a
AI programming
Preface > Translated from Addy Osmani’s article: Conductors to Orchestrators: The Future of Agentic Coding, published November 1, 2025. --- Executive Summary We are entering a new era in AI-powered programming, where developers evolve from conductors to orchestrators. * Conductor Model – Relies on cognitive leverage: AI amplifies individual execution, but
GitHub MCP
GitHub Launches Model Context Protocol (MCP) Registry GitHub has introduced the Model Context Protocol (MCP) Registry, designed to simplify discovery and usage of AI tools directly within developer workflows. Currently, the registry lists more than 40 MCP servers from Microsoft, GitHub, Dynatrace, Terraform, and other providers. --- Purpose of the