Sunday, January 25, 2026

Revealing Your Waterfall: How AI Transforms Project Management – Codemanship’s Blog

🚀 Harnessing AI in Dev Teams: Overcoming Bottlenecks

In today’s fast-paced tech landscape, integrating AI coding assistants into development workflows can seem like a game changer. However, it often leads to overwhelming bottlenecks in testing, code reviews, and user feedback loops. Instead of speeding up processes, many teams face longer delays and decreased system stability.

Key Insights:

  • Adapting to AI: Successful teams adapt by reducing batch sizes, leading to:
    • Shorter lead times
    • Improved reliability
    • Lower costs of change
  • The Real Impact of AI: The benefits often stem from the team’s adaptability rather than AI alone. It indirectly exposes and mitigates inefficiencies in your development process.

As a specialist in empowering development teams, I guide you in building the skills to optimize your workflows—whether or not AI is in play.

💡 Let’s connect! Share your thoughts on AI in development, and visit my website to learn more!

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