Tuesday, October 28, 2025

Satisfying My AI Curiosities

Navigating AI in Software Engineering: Insights from a Tech Lead

In my journey as a tech lead at Discourse, I’ve entered a cautious yet steadily embracing phase regarding AI in software engineering. Here are key takeaways:

  • AI Integration: I’m experimenting with tools like Neovim and Zed, seeking frictionless integration to enhance my workflow.
  • Utilization: ChatGPT serves as my go-to tool for quick queries, concept explanations, and generating scripts. It’s invaluable for tackling repetitive tasks.
  • Agentic AI: Claude significantly assists with bug fixes and examines existing code, effectively handling grunt work. However, I’m cautious about completely relying on AI for more profound creative processes.

Despite the promise AI holds, vigilance is crucial. Code reviews have transformed, with AI-generated PRs requiring more effort to understand and assess.

I believe in harnessing AI responsibly, keeping the human touch in our work.

🔗 Join the conversation! What are your experiences with AI in engineering? Share your thoughts below!

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