ASAbubakar Sohail
Portfolio

Engineering notes / field journal

Ideas sharpened in production.

Backend systems, architecture, AI workflows, and the small decisions that decide whether software stays calm under pressure.

Read latestRSS feed
Current signalProduction notes, not polished theory.

Short enough to scan. Useful enough to come back to.

6
Published
SEO
Indexed routes

Articles tagged CLAUDE.md

1 entries
Show all articles
01
AI5 May 20268–10 minutes read

Using Claude Code as a Real Developer Workflow, Not Just an AI Chatbot

AI coding tools become far more powerful when we stop treating them like random chatbots and start structuring them like engineering collaborators. This article explores how Claude Code, CLAUDE.md, SKILL.md, custom skills, commands, MCP, hooks, and context engineering can turn AI-assisted development into a repeatable workflow for understanding, changing, reviewing, and shipping code.

  • Claude Code
  • AI Engineering
  • LLMs
  • Software Engineering
  • Developer Tools
  • Context Engineering
  • CLAUDE.md
  • SKILL.md
  • Agentic Workflows
  • MCP
  • AI Coding Assistants
  • Code Review
  • Engineering Productivity
  • Full Stack Development
  • AI Workflow
  • Developer Productivity
  • Technical Leadership
Read