Workflow on Bruce on AI Engineering

AI Dev Environment Setup: Tools, Configs, and Dotfiles for 2026

Tue, 10 Mar 2026 14:00:00 +0800

Your AI tools are only as good as your setup. Most developers install Claude Code or Cursor, use the defaults, and wonder why the output feels generic. The difference between mediocre AI assistance and genuinely transformative productivity is configuration — the dotfiles, templates, shell aliases, and workflow patterns that turn general-purpose AI into a tool that understands your codebase and your conventions.

Claude Code Skills: 20 I Use Daily + 3 That Saved Me 10 Hours/Week

Thu, 26 Feb 2026 14:00:00 +0800

Claude Code is one of the most powerful AI coding tools available. But out of the box, it’s generic. It doesn’t know your team’s code review checklist. It doesn’t know your API documentation format. It doesn’t know your commit message conventions.

Every time you explain the same workflow from scratch, you’re wasting tokens and time.

Claude Code Skills fix this. A Skill is a reusable set of instructions — packaged as a simple Markdown file — that teaches Claude exactly how to perform a specific task your way. Once created, Claude auto-detects when a Skill is relevant and applies it without you lifting a finger.

AI Development Workflow: From Requirements to Production

Mon, 19 Jan 2026 17:00:00 +0800

In 2026, AI coding tools have graduated from novelty toys to standard-issue developer gear. Roughly 85% of developers now use AI tools in their daily work.

Yet most people still use them the same way — asking ChatGPT how to write a snippet and pasting the result. That barely scratches the surface. This guide walks through a complete AI-powered development workflow that turns AI into a genuine pair programming partner across every phase, from gathering requirements to shipping production code.