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Dmytro Klymentiev
Dmytro Klymentiev

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Robots Won't Take Your Job

Everyone's afraid that robots will take their jobs. Nobody thinks that robots will enslave people — by burying them in work that's impossible to keep up with.


I have a project. A CRM system for a small company. I started it in 2019.

Everything was going well: 2,419 commits over 3.5 years, a steady 80 commits per month. One developer, one system, a clear pace.

Then a forced break. The pace dropped. The project smoldered. Summer 2024 — zero commits. By my estimate — at least another year to completion. Realistically — a year and a half.

In winter 2025, I started actively using AI, and by summer I plugged it in at full power. In 2 months the project was finished.

Sounds like a success story, right? Except this isn't the end.


Numbers I Didn't Plan For

When you get a tool that can work 24/7, a strange thing happens: you don't start working less. You start working more.

March 2026. My server:

  • 17 autonomous AI agents running on schedule. Checking email, analyzing commits, generating reports, monitoring social media, updating dashboards.
  • 12 parallel projects in the task tracker. I used to manage 3 at most simultaneously.
  • 1,400+ commits in March — across 39 repositories. For comparison: at peak productivity in 2020, it was 80 per month, in one repository.
Period Commits/mo Projects Agents
2020 (peak, one person) 80 1 0
Summer 2024 (slowdown) 0 1 0
October 2025 (ramp-up) 384 8 10
March 2026 (now) 1,400+ 12 17

18x more code than my best year. From zero — to infinity. Who reviews all of this? Me. Alone.


The Productivity Paradox

The task tracker paints a picture:

Month Tasks created Average time to close
January 69 26 days
February 211 4 days
March 295 1.6 days

4x more tasks in three months. Closing 16x faster.

Sounds fantastic. But ask yourself: where do these 295 tasks come from?

I used to create a task when something broke or when an idea came up. Maybe 2-3 per week. Now agents find problems themselves, suggest improvements themselves, generate tasks themselves. The system feeds itself.

My record: 27 tasks created in a single day. Each one needs a decision. Review it, prioritize it, approve or kill it. This work didn't exist before.


Who's Working for Whom?

Who closed what in 3 months:

Who Tasks closed
Me 242
9 AI agents 109
Other participants 17
Unassigned 146

Formally, I'm managing. In practice — 242 tasks in 3 months is almost 4 tasks per working day, without breaks. And that's only what made it into the tracker.

My morning starts like this: 25 notifications, 8 pull requests from agents, 3 overnight reports, an inbox that was checked every 5 minutes all night. Agents don't sleep. Agents don't wait. Agents generate work.


Parkinson's Law in Reverse

Everyone knows Parkinson's Law: work expands to fill the time available.

With AI, the opposite happens: work expands to fill all available capacity.

When you have one developer — you have one project. When you have 17 agents — you have 12 projects. Not because it was planned that way. But because now it's possible, and your brain automatically expands the scope.

"We could automate retail too, right?" — We could. Plus one project.
"How about we redo the second website too?" — Sure. Plus one project.
"Security could use some tightening..." — We have 17 agents. Plus one project.

Every new project means new decisions, new reviews, new approvals. All of it falls on one person.


What I Learned

AI doesn't take away work. AI removes execution and leaves you with pure decision-making.

Before, 80% of the time was writing code, 20% was thinking. Now it's 80% thinking, reviewing, deciding, directing. And thinking for 8 hours straight is way harder than coding.

I used to complain that I didn't have enough hands. Now I have 17 pairs of hands. What I don't have enough of is head.

I didn't lose my job. I got the job of ten people. Except nine of those are a manager's job, not a developer's.


Bottom Line

A project that dragged on for 5 years — finished in 2 months. That's a fact.

But in its place grew 12 new projects, 17 agents, 500+ closed tasks, and I'm working more than ever. That's also a fact.

Robots won't take your job. Robots will give you so much work that you'll dream of the days when they were taking it away.

Originally published on klymentiev.com

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