hoangnnguyen

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  1. More agents, same human brain (codeaholicguy.com)
  2. The new 10x Engineer with AI (codeaholicguy.com)
  3. Over the last 6 months, I have been evolving my AI coding workflow while building AI DevKit. The shift that mattered most was not better code generation. It was moving from reusable commands and templates into a…

  4. If you are still coding the same way you did two years ago, you might be falling behind without realizing it. Not because you are not capable. Not because you are not using AI. But because you are using AI the same way…

  5. After using Cursor and Claude Code daily, I’ve noticed that when an AI coding agent drifts or forgets constraints, we assume it’s a model limitation. In many cases, it’s context management. A few observations: - Tokens…

  6. I’ve been thinking a lot about why AI coding agents feel great in the beginning, but become frustrating as projects grow. At small scale, prompting works. As the codebase grows, things start to drift: - constraints leak…

  7. I’ve been experimenting with AI coding agents in real day-to-day work and ran into a recurring problem, I keep repeating the same engineering principles over and over. Things like validating input, being careful with…

  8. I’ve been using Cursor and Claude Code daily for real work, not just experiments. One thing that surprised me is how quickly code quality converges between tools once you plan clearly. At this point, I don’t feel a…

  9. While building LLM-powered systems in production, I kept running into the same discomfort. Prompts started as throwaway text. Once they entered real systems, they changed: - they got reused across flows - they carried…