CHOLAKOV·DEV

ANATOLI CHOLAKOV · SAAS FOUNDER · AI-NATIVE BUILDER

Signal over
noise.

One founder. A fleet of agents. Three products shipping in public.

SCROLL TO BEGIN TRANSMISSION ↓

Portrait of Anatoli Cholakov

FIG.01 — THE FOUNDER

CH.01 // ORIGIN

The builder behind the signal

I’m Anatoli Cholakov — a SaaS founder who builds the AI-native way. Agents write, review and test the code. I design the systems, the prompts and the guardrails around them.

One person, a fleet of agents, and a shared multi-tenant chassis that turns every product into a head start for the next one.

READ THE PROSE VERSION →

CH.02 // FACTORY

Three systems, shipping

One shared chassis. Every product makes the next one faster.

Stayblox

LIVE

Property-management platform for independent hosts and hotels. Apps, themes, storefronts, a developer API — and a mobile app on both stores. Positioned like Shopify, not like a tool.

VISIT →

Parsemend

LAUNCHING

Error tracking where every failure ends in a pull request. Ingests errors like Sentry, then an AI agent proposes and ships fixes — source code never leaves your machine.

FOLLOW THE BUILD ↓

Roasproof

IN BUILD

First-party conversion tracking that attaches browser identity to server-side orders and forwards clean signal to Meta, TikTok, Google and friends.

FOLLOW THE BUILD ↓

CH.03 // CALIBRATION

I make agents behave.

REFINE AGENT BEHAVIOR

Prompt systems, tool design, failure-mode analysis. Agents that stop guessing and start finishing.

AGENTIC BOOKING RUNS LIVE INSIDE STAYBLOX

BUILD GUARDRAILS

Confidence gates, human stopping points, draft-PR-only policies, permission boundaries. Autonomy you can actually put in production.

EVERY GATE LISTED HERE RUNS INSIDE PARSEMEND

PROVE THE WORKFLOW

Evals and benchmark harnesses across model and executor matrices. Not “it seems smarter” — proof of which setup completes the job.

PARSEMEND’S BENCHMARK HARNESS, IN PRODUCTION

OPEN TO SELECT AI-INTEGRATION WORK — SEND A SIGNAL ↓

CH.04 // BROADCAST

Building in public. For real.

Ship logs, numbers, mistakes included.

2026-07-17SitePhases 2–5 shipped: WebGL Signal engine, particle portrait, guardrail tooltips, notes + RSS + OG cards, ⌘K palette
2026-07-17SiteSIGNAL concept locked, build plan written, Phase 1 narrative build started — this site, in public
2026-07-16ParsemendAI code review, supply-chain scanning, autonomous QA and metric alerts all merged to main
2026-07-15StaybloxEntire-property booking: the whole property sellable alongside room types, calendars linked

NEWSLETTER

One email a week: what shipped, what broke, what it cost.

Send a signal.

CHOLAKOVDEV@GMAIL.COM

OPEN TO SELECT AI-INTEGRATION ENGAGEMENTS.