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The Engine Behind OneChair

85 AI agents. One senior engineer. Production software in hours.

OneSpark is the AI orchestration system that powers every OneChair build. Hand-crafted by our CTO across 20 years of enterprise engineering experience. Not a code generator — a development system.

A system, not a tool.

OneSpark isn't a single AI. It's 85 specialized agents — each one focused on a specific job, each one built from documents authored by our CTO Anton Dzhanaev across two decades of running enterprise development teams.

These agents work together the way a senior team would: scope, design, build, test, verify — in parallel, under human oversight. The result is what a 5–7 person engineering team would deliver, shipped in a fraction of the time.

Dimension A Code Generator OneSpark
Approach Reacts to your prompt Plans before it builds
Architecture None — you figure it out Designed before code is written
Output Frontend that looks like it works Frontend, backend, infrastructure
Stack One model AI-agnostic across multiple
Oversight You debug Senior engineer verifies
Result Beautiful prototype Production-grade software

The Library

Every agent, every category.

The system spans 12 categories — from architecture and frontend frameworks to specialized domains like compliance, security, and AI integration. Each agent is a domain expert, crafted by hand. None of them are AI-generated. Browse the full library below.

Four phases. Always in this order.

01

Understand

Market analysis, competitive gap identification, product scoping. The system clarifies what you're building and why before any code is written.

02

Design

Architecture, database schema, API contracts, deployment topology. Every technical decision documented and verified.

03

Build

Parallel execution. Frontend agents, backend agents, infrastructure agents, testing agents — all working simultaneously on different layers of the system.

04

Verify

Senior engineering review on every output before it reaches your repo. AI handles velocity. Humans handle judgment.

Twenty years of judgment, encoded.

OneSpark's agents aren't generic prompts wrapped around a language model. Each one is built from documents Anton authored — capturing the patterns, conventions, and judgment he developed across two decades of leading teams of up to 25 engineers.

That's the difference between a code generator and a senior engineering system:

Code generators produce whatever the model is willing to write. OneSpark produces what an experienced engineering team would actually ship.

The agents know what good architecture looks like because they were built by someone who's shipped it. They know what production-grade means because they were built by someone who's been on call for it. The judgment is in the system because the judgment was put there — deliberately, document by document, agent by agent.

"AI shouldn't replace engineers. It should scale the ones who know what good software looks like."

Anton Dzhanaev, Co-Founder & CTO

We don't bet on a single model.

OneSpark routes work to the best AI model for each task. Not Claude-only. Not GPT-only. Not locked into any one provider's roadmap.

This matters for two reasons. Resilience — when models change, pricing shifts, or APIs deprecate, OneSpark adapts. Quality — different models excel at different things; locking into one means accepting mediocrity in half your stack.

The output never depends on what any one AI company does next.

What OneSpark has shipped.

Every project on OneChair's portfolio runs on OneSpark.

Project Type Built In
WellChild HIPAA-compliant healthcare platform 27 working hours
WingmanAI B2B sales platform frontend rebuild 33 working hours
Resource Center Multi-tenant content platform 30 working hours
Cody Yellowstone Hospitality booking system 12 working hours
Givunity Volunteer management platform Production

See full portfolio →

Want to see what OneSpark can build?

The only way to use OneSpark today is to work with OneChair. We're working toward a future where the system is available directly — if you'd like to be notified when that happens, leave your email below.

For Now

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Every project we ship runs on OneSpark. Book a 30-minute scope call.

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For Later

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Be among the first to access the system directly.