00 Inspected by Marko

A channel by Marko Živić · Built with AI, checked by hand

Think thrice, prompt twice, inspect always.

Inspected by Marko: Your AI says it’s done. I check if it holds.

I’m Marko Živić. I inspect apps founders built with Lovable, Bolt, Replit or Cursor, and tell you in plain words what to fix first. Me and my team can fix it too.

See the inspection
Get the free self-check

start here:
a first pass on your own app

GitHub Actions Team Lead, via Akvelon. GitHub Codespaces Tech Lead, via Experis. 10 years in software

01 Who it’s for

Inspected before you scroll

  • Passed

    Intended for

    Founders, CTOs and developers who build and run real products with AI, and need them to hold up in production.

  • Rejected, not for: Beginners at running a business. saves us both time

  • Rejected, not for: Anyone looking for quick money in AI.

02 The videos

Latest uploads · On YouTube

Video 1 of 40.

Video 1 is at the neck right now. It goes out Monday 2 November at 15:00 CET. Subscribe and it reaches you first.

Subscribe on YouTube (opens in a new tab)

New videos Tuesday, 15:00 CET

Next · Video 01 · In review

Out Mon 2 Nov 2026 · 15:00 CET

The betUpload 1 of 40

AI built this app alone. Then I inspected it.

recording it this week. receipts on screen.

This slot becomes the player at 15:00 on Monday

Subscribe on YouTube (opens in a new tab)

Nothing here yet.

This list fills every Tuesday.

03 Inspection log

Real AI errors from my own work

Oops, my bad.

Take AI at face value and you get
“Oops, my bad.”

Inspection log: real AI errors from my own work
Log What AI said or did Verdict What happened
Log 01

AI said

“This product strategy is bulletproof.”

Rejected

It missed the main competitor, which already did almost everything the product did.

Log 02

AI said

“A channel is a bad idea.
The market is saturated with AI creators.”

Bet placed

I’m making it anyway.
I can’t quit before video 40.

Log 03

AI did

Wrote an unsigned deal into about ten files
of my vault as “won”.

Fixed

New rule in the vault: a contract that is not signed is not revenue.

04 About

Facts only · Checked 14 Oct 2026

Building got cheap.
Judgment, verification
and selling did not.

About

Crossed out: Marko is a visionary AI thought leader. facts only:

I’m Marko Živić. I build and run businesses with AI, and I led a six-person team on GitHub’s Setup Actions, contracted through Akvelon, from January 2022 to May 2024. Every video shows the real files, logs and mistakes. No script. Receipts on screen.

Marko Živić

  • 10 years in software
  • 7 of them in senior or lead roles
  • 19 products of my own since 2016
Marko Živić at his desk in headphones, holding a green marker
the desk where the videos happen

Track record · Roles

  • GitHub Actions Team Lead, via Akvelon

    Jan 2022 to May 2024
    Team of six

  • GitHub Codespaces Tech Lead, via Experis

    Apr 2024 to Apr 2026
    TypeScript and Azure

  • IBM QMF Product Owner through Teracloud

    May to Nov 2025
    Team of nine

  • OCTRA · Founder

    Since 20 Apr 2020
    My company, Serbia

05 Positions I’ll defend

Four holdings · Still true · Checked 14 Oct 2026

I will defend these.

Not slogans. The calls I make when the model sounds sure and the work still feels off.

  1. P-01

    AI can’t ship alone. Without your taste in the loop, it just sounds sure.

    I still read every line before it leaves.

  2. P-02

    Taste is the scarce skill. Prompts are cheap, but knowing what’s good isn’t.

    You feel it in the first bad suggestion you accept.

  3. P-03

    Focus is the hardest thing to build, first for ourselves, then for the work.

    One tab open beats ten clever tools.

  4. P-04

    Models with thin context still write like AI from two years ago.

    You can smell the filler in paragraph one.

06 Inspect me first

My own inspection · Same format as yours

Inspect me first.

You’re about to trust me with your code. So here’s my own inspection, in the format I use for yours.

My own inspection: 6 findings, 1 admitted, 0 hidden
ID Finding Evidence Verdict
M-01

Some videos open barefoot in my garden. One sentence outside, then back to the desk.

Marko Živić standing barefoot in a garden planter beside a tree

Ideas come on walks. I record them right away.

Confirmed
M-02

I explain things by drawing them. A3 paper, markers and a few stickers.

A3 sketchbook on a wooden desk with Osaka markers, monster stickers, and Don’t Forget and Urgent sticky notes
Confirmed
M-03

I once let AI reply to a LinkedIn post. The post was sarcastic. The AI missed it, and people laughed at the reply.

the one time
I didn’t check

Admitted
M-04

I use as few tools as possible. Every extra tool makes the day more complicated, not less.

Claude · Obsidian · Figma · a spreadsheet

The whole desk

Confirmed
M-05

No rich connections, no mentors. I learned it all myself and paid for every lesson.

I made it from nothing.

In my words

Confirmed
M-06

This channel is my 10th YT channel idea and my 4th start. The first three died on memorized scripts and heavy production.

  1. 1 , crossed out
  2. 2 , crossed out
  3. 3 , crossed out
  4. 4 This one
In progress

6 findings · 1 admitted · 0 hidden

Checked by Marko Živić · 14 Oct 2026

07 Work with me

Inspections and builds

Want me and my team on your code?

Example. Not a client’s code.
// app/api/orders/route.ts
export async function GET(req: Request) {
  const userId = req.headers.get("x-user-id")
  const orders = await db.order.findMany({
    where: { userId },
  })
  for (const order of orders) {
    order.items = await db.item.findMany({
      where: { orderId: order.id },
    })
  }
  return Response.json(orders)
}

Notes

  1. Issue 1, line 3: trusts the browser for who you are
  2. Issue 2, lines 7 to 10: one query per order: N+1
  3. Issue 3, line 12: no limit. 10,000 rows?

08 Start here

Free self-check · Or reach out

Want to dig deeper?
Inspect your repo.
Want me and my team
on it? Reach out.

Work with me

Get the free self-check.

  • Free self-check · the first checks I run on an AI-built app

A first pass, not the paid inspection. Copy it, share it, change it.

How I use your email