Founder of Routine Run · Palm Coast, Florida

Your head is for decisions.
Not for remembering the order of steps.

I am Denys. I take the part of a system that still lives in someone’s head and give it a form people and AI can work with.

Denys Korolkov

Why I keep building this

The part with no shape

The hardest part of any system is the part that still lives in someone’s head. It is never written down, it cannot be handed on, and it breaks the week that person is away. That is the part I take on.

Your head is for decisions

A method I carried for years before I wrote a line of code. Once a process has a form, it can be handed on: to the system for the predictable steps, to people who run it the same way every time, or back to you as a habit without the cognitive load.

Built for every head

Accessibility and ADHD shape what I build from the first screen, not from a later pass. I design for everyone who will use it, not one imagined persona, so nobody carries the load the design left behind.

Architecture is music

Rhythm

Good architecture works like music. Every part keeps time with the others, the loud parts and the quiet ones sit where they belong, and you feel a beat that is off before you can say why. A sense of rhythm is the key.

Music is mathematics you perceive as emotion. The Pythagoreans found it on a single string: halve it and you hear an octave, 2 : 1. Take two thirds and you hear a fifth, 3 : 2. Ratios become harmony; intervals become tension and release.

So I see one thing through three lenses: architecture, mathematics and music. Below, the same idea twice. Once as a process, once as maths.

2 : 1

Octave. Rest, resolution.

3 : 2

Fifth. Strength, stability.

45 : 32

Tritone. Tension that wants to resolve.

Checklist or flow

A checklist and a flow are not the same thing.

Checklist

A list without a path. Boxes you tick in any order, and nothing moves you on to the next one.

Flow

It runs, like water, through stages. Each stage hands you to the next, and you always know where you are.

A flow can be played two ways.

The score

Predefined

Played as written, the same every time. A pre-flight sequence, a surgical protocol, the legal deadlines of a deal. Nobody should improvise on those, and that is the virtue.

It is predictable and slow to change. It cannot react to what nobody foresaw, and every change waits for someone to rewrite the score. When a competitor can adapt, a fixed plan is easy to read and easy to beat.

The tune

Improvised

A shape everybody knows, played a little differently every time. What worked tonight can become part of the tune. Far more potential, and far more speed.

It asks for understanding. You have to know the process well enough to change it in the moment and still keep it whole. This is where intuition and business sense start to matter more than the rules.

Most real work is both: a fixed spine where nothing may vary, and room to play around it. Routine Run is built for exactly that, which is why every run can change the routine.

Connections nobody drew

Mathematics is my hobby. It is the same work seen through another lens: architecture, algorithms, how the parts of a thing relate.

Every lens I use teaches one skill. See a connection where, at first glance, there is none.

Mathematics

Turns a fuzzy question into a quantity you can measure and a rule you can follow.

Architecture and algorithms

Shows what depends on what, and where one failure becomes many.

Psychology

Explains why a good process still gets skipped, and what makes the next step easy to start.

History

The production logs of humanity. The same failures, a few centuries earlier.

Astrology

A symbolic language that makes me ask questions I would not think of. Then I test the answers.

Structed AI

The mathematics of an interview

I treated a client interview as a finite set of things the brief still needs. Each question either lands on one of them or it does not.

The chance of landing splits into three factors: did we aim at something still open, does the client know it, did the agent write it down. When results drop, they drop in exactly one of the three, and each one is fixed by different work.

The real curve sits between two bounds, a planner with perfect memory and one with none. And when to stop asking falls out of a single rule instead of a guess.

h = α · β · γ

keep asking while h(t) ≥ c / u

α aimed at something open · β the client knows · γ it got recorded · c the cost of asking · u the value of an answer

History as production logs

TitanicCascading failure

Built to survive four flooded compartments. The iceberg opened five, and each one spilled into the next.

ChernobylIgnored alerts

The system warned first. The test went ahead anyway because it was planned for that day.

Library of AlexandriaOne copy

Knowledge that lived in one place. Fires and centuries of neglect did the rest.

The Silk RoadA gateway

No trader walked all 6,500 km. Each knew one stretch and passed the goods on, like services behind an API.

Roman roadsInfrastructure first

Expensive and far from any single battle. They set the speed of everything the empire did after.

Tower of BabelShared language

The builders stopped understanding each other, and the building stopped. Growing teams know this one.

What I am doing now

October 2026

Building

Routine Run

The iPhone and Apple Watch app is in public beta on TestFlight. Next comes the App Store, then the browser.

Join the beta

Looking for

AI process projects

I have more ideas about AI processes than one product can hold. I am looking for a company where a process only works because one person remembers it, and I turn it into one that runs: clear steps, AI for the predictable parts, a person for the decisions. One project at a time.

Tell me about yours

Looking for

App Clip pilot partners

A code or NFC tag at the door opens the steps on a visitor’s phone, with nothing to install. I am looking for places where people follow a procedure on their own: rentals, campgrounds, clinics, shelters, self-guided tours. Starting around Palm Coast.

Be a pilot

Next idea

Myths, stars and archetypes

My next project puts astrology, history and myth in one place, together with archetypes and psychology. The same patterns repeat in a chart, in the history of an empire and in a team at work. I want to help people see the ones they live in. Still an idea, growing.

Read the stars below

Roadmap

Routine Run, run by run

Drawn the way the app draws a routine: what is done, the step I am on, what comes next.

Routine Run roadmap

5 of 9 · 4 done

  1. DoneAugust 2026

    Routine Run founded

    The method I carried in my head becomes an iPhone and Apple Watch app.

  2. DoneBeta

    Public beta on TestFlight

    Anyone with an iPhone can join. No account, private by default.

  3. Done22 September 2026

    A page started a runbook on the Watch

    A real PagerDuty page started an on-call runbook on the wrist, no phone or laptop in hand.

  4. DoneMCP

    AI assistants work with it

    An MCP connector in Claude’s directory and the MCP registry. Apple’s own models write a routine from one sentence.

  5. 5
    NowIn progress

    On the App Store

    Version 1.0, open to everyone on iPhone and Apple Watch.

  6. 6
    NextWith the release

    App Clip pilots

    Local businesses put a code at the door. Visitors run the steps without installing anything.

  7. 7
    NextNext

    Runs in any browser

    The same routine opens on any device with a browser.

  8. 8
    LaterLater

    iPad and Mac

    One routine on every Apple screen you work from.

  9. 9
    LaterLater

    Beyond Apple

    The same engine on platforms Apple does not make.

Where my work lives

Routine Run

Founder · building it now

A process people carry in their heads becomes one that runs: described once in a sentence, walked through step by step, improved run by run. The iPhone and Apple Watch app is its first form; underneath is a platform for the systems and AI assistants a business already uses.

Prema Vision

My company for client work

Where client work goes. Siri, the Apple Watch and on-device AI for iOS apps that already have users. Everything I sell there I have built in my own app first.

Structed AI

Built it as CTO · still involved

One AI-led interview turns what a client carries in their head into a structured set of requirements, even when they cannot quite explain what they need. I designed it with the founder and took over all engineering.

Written in the stars

Sidereal chart, Lahiri. I read it the way I read logs: for patterns worth testing, not for answers.

Routines as orbits

Picture Routine Run as a solar system. Every routine is an orbit, and every run is a planet going round it.

The steps sit where astrologers mark the angles: conjunction at 0°, sextile at 60°, square at 90°, trine at 120°, opposition at 180°. When a run reaches a step, the step lights up, the way a bead fills in the app. At the conjunction the lap closes and a new run begins.

Some orbits are short and quick, like a morning routine. Some are long and slow, like an on-call runbook or a season at a shop. In the middle sits what is hidden, and everything turns around it.

  • a routine
  • a run
  • a step at an aspect
☌⚹□△☍△□⚹

Libra rising, in Vishakha

The star of purpose: one long road to one goal, with the results in the second half of life.

Mercury at home, 9th house

The soul planet sits in its own sign, in the house of knowledge. Understand something, then pass it on in words. That is what the notes are for.

At home in the hidden

Saturn, the best friend a Libra rising can have, sits with Mars in my 12th house, the house of what others cannot see. That is my element: putting structure into chaos, seeing what is not visible yet, deciding where nobody knows what the options are, and finding connections nobody suspected were there.

Jupiter comes home

On 31 October 2026 Jupiter enters Leo, the sign it held when I was born, and reaches the exact degree in September 2027. Tradition starts a new twelve-year chapter there.

An eclipse in the house of work

The Sun and Rahu meet in my 10th house, the house of work. Together they make an eclipse: Rahu is the shadow that swallows the light, and the Sun is what comes back out of it.

In my work the shadow is everything still undefined: a process nobody has written down, a decision nobody has made, a link nobody has drawn. Quantum physics has a rule for this. A state stays open until it is observed, and the act of observing is what makes it definite.

My job is to be that observer. Watch the process closely, write down what actually happens, and the undefined becomes defined: steps, timing, a record of every run. That is why Routine Run keeps one. What has been observed can be improved.

The chart’s guess at who I work with best

  • Where nobody can see the shape yet

    Mars, ruler of the house of clients, sits in the 12th, the house of the hidden. People come to me with what they cannot see: a process nobody wrote down, a choice with no clear options.

  • Work done by hand, by the book

    Mars, ruler of the house of clients, sits in Virgo, the sign of order and procedure, in Hasta, the star of the hand. Trades, technicians, crews who follow a checklist on site.

  • Places that look after people

    The 10th house of work falls in Cancer, the sign of care and shelter. Clinics, shelters, rentals and campgrounds that hand visitors a procedure.

  • One person at a time, not a room

    Jupiter blesses the house of the one-to-one partner and stalls in the house of crowds. The chart agrees with my own record.

How I got here

Fifteen years of shipping production software before any of this.

Groupon

Launched the merchant booking platform from zero.

Autodesk

Checkout and billing, a system under real load.

BigPanda

AI incident tooling for enterprise on-call teams.

Structed

The AI interview product, built as CTO.

Combined with AI, that experience is what lets me take a product all the way to production on my own.

If something in your business still works only because one person remembers it, that is where I like to start.

Tell me what it is and who carries it. I read everything myself.

Or email denys.korolkov@gmail.com

Denys Korolkov

Palm Coast, Florida · © 2026