Muzammil Muneer

First $1K on Contra 🎉 Here's to the next milestone.

AI agents are trending. But most businesses don't need agents. They need forms that don't require copy-pasting. Workflows that don't break. Dashboards people actually use. We built an insurance platform that auto-fills 20-page applications. Not revolutionary AI. Just smart...

Been getting technical debt feedback on an old build lately. You know the feeling. Practices you knew weren't right, but you left them to save time. Now it's in production. Hundreds of users daily. And it's a pain to fix. Here's what's changed: You can't get away with this...

Research shows AI tools can reduce coding time by 50-70%. Sounds great.

But here's the reality check: A study found experienced developers using AI tools took 19% longer to complete tasks. Despite thinking they were 20% faster.

The tools aren't the problem. The workflow is.

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