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AI·7 min read

How AI Quietly Changed the Way I Build Software

I was skeptical, then defensive, then converted. An honest look at what AI actually does to a developer's craft — and what it can never replace.

For a long time I treated AI the way a craftsman eyes a power tool — with quiet suspicion. I'd spent a decade learning to write code by hand, and some stubborn part of me felt that the struggle was the point. If a machine could do it, was it still mine?

I was wrong, but not in the way the hype-merchants are right. Let me explain what actually happened when I stopped resisting.

It didn't replace the thinking. It replaced the typing.

The hard part of software was never the syntax. It's the thinking — understanding a client's real problem, deciding what to build, choosing the right trade-offs. AI is astonishing at the typing and forgettable at the thinking. So I handed it the typing.

Boilerplate, repetitive components, the tenth nearly-identical form, the test I'd write the same way every time — all of it became a conversation instead of an hour of mechanical work. And the hours I got back, I poured into the parts that genuinely need a human: architecture, edge cases, the small details that make a product feel cared for.

What it means for the people who hire me

Here's the part my clients actually care about: I ship faster, and it costs them less. A migration that used to take ten weeks now takes five. A feature that was a three-day estimate is sometimes a single afternoon. I don't pad my hours, so those savings land in your budget, not mine.

  • Faster delivery — weeks shaved off typical timelines
  • Lower cost — fewer billable hours for the same outcome
  • More time spent on quality, not grunt work
  • Repetitive manual tasks automated entirely

The line I won't cross

But I want to be honest about the danger, because it's real. AI is a confident liar. It will hand you code that looks perfect and quietly breaks in production. Used carelessly, it produces software that no one — not even the person who shipped it — actually understands.

AI writes the first draft. I'm still the one who has to stand behind every line.

So every line is read, questioned, tested, and held to the same standard I held before any of this existed. The tool changed. The responsibility didn't. That, in the end, is the whole job — and it's the part I hope never gets automated away.

If you're curious how an AI-assisted build could cut the time and cost of your next project, I'm always happy to talk it through. The first conversation is free.

CSD
Chandan Singh Digari
Senior Full Stack Engineer

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