You're solo — what if you're unavailable?

Every system ships with full documentation and a complete git history of every change. Your team can run it, or hand it to anyone else — the watch-catalogue hub was built specifically so a successor could pick it up cold.

You're early in this business — why trust you with production work?

The track record is the audit trail: 4,003 commits across 8 repositories in 129 days, every number on this page traceable to a git history you can inspect. Behind the client work is a 435,000-line system carried solo with the discipline of a team.

What if the automation breaks?

Systems are built with spend caps, kill switches, crash recovery, and an operator review surface — and tested against their failure modes, not just the happy path.

№ 00 — DANYLO PRAVDA — BUSINESS-AUTOMATION ENGINEER

Machines that runwhole businesses.

This is the machine itself — sources feed one brain, and two belts come out: published research and live products. Every event below is a real artifact.

SEE THE WORK →READ THE RESEARCH →

RESEARCH OUT — LATEST RUNSREAL

ARTICLEThe Agent-Native Stack: What to Standardize On When AI Agents Do the Building2026-07-02
ARTICLEYour pipeline is lying by staying silent: the append-only ledger that catches broken publish packages2026-07-02
ARTICLEHow to Turn Drunk AI Agents Sober: The Harness for Coding Without Babysitting2026-07-02
ARTICLEWhat Businesses Actually Pay For in AI Automation: Real Listings, Not Rate Cards2026-07-02
ARTICLEHow X/Twitter growth actually works in 2026: pass the AI's value prediction, then out-system everyone2026-06-30

SYSTEMS OUT — 11 LIVEALL →

01RELIGHT 02FABRYKA 03SCRIBELINE 04NIGHTDESK 05OBSERVATORY 06ASSAY 07PRESSRUN 08IMPRIMATUR 09MARKET RADAR 10LEADLINE 11PROOFDESK 12BTC 5-MIN POLYMARKET BOT 13COMMONPLACE 14ADE 15SIGNET 16SHAKEDOWN 17SLIPWAY 18GROWTH OS

22 ARTICLES11 LIVE SYSTEMS

№ 01 — THE SYSTEMS

18 machines,each running a realjob right now.

Bespoke automations on their own domains, a production trading system, and the agent infrastructure that makes one engineer enough. 11 of them are live. Every entry opens its own engineered scene, running.

SEE THEM RUN →

AAUTOMATIONS

TTRADING

01BTC 5-min Polymarket BotLIVE

DTOOLING

№ 02 — THE RESEARCH — RESEARCHED, NOT GENERATED

Field notes onagentic AI.

22 deep reports on agentic AI — written from sourced research runs, every number traced, every piece narrated and free to read.

FREE TO READ

2026-07-02

The Agent-Native Stack: What to Standardize On When AI Agents Do the Building

2026-07-02

Your pipeline is lying by staying silent: the append-only ledger that catches broken publish packages

2026-07-02

How to Turn Drunk AI Agents Sober: The Harness for Coding Without Babysitting

READ THE RESEARCH →

№ 03 — WHAT IS ACTUALLY ON THIS SITE

SYSTEMS: 18
DEEP REPORTS: 22

MANY SYSTEMS · ONE ENGINEER · ONE POINT OF CONTACT

№ 05 — WORK WITH ME

Give me one repetitive process. I hand it back automated.

01You show me the process that eats your team's hours. A short walkthrough or a written description is enough.
02I build the automation: an AI system that does the work, connected to the tools you already use.
03You get the working automation, the source, and a recording of it running on your real case.

$350, FIXED

One process, real output. Days, not weeks.

The first build is deliberately small, so you judge me on output, not promises.

TWO FIELDS AND ONE HONEST SENTENCE · ~60 SECONDS

PREFER PLAIN EMAIL? danylo@pravda.systems · Working with clients across the US and Europe (NYC, Geneva) — remote, overlapping both timezones. Currently taking on new projects.