All cases
AI builder

An AI-assisted builder for Mini Apps and web product flows

Lyubakod is an AI-assisted builder for users who need to assemble interfaces and product flows with multiple models and agents in one workspace.

Любакодъ
The problem

What the product needed to solve

A plain chat interface was not enough for work that involved projects, files, previews, documentation and several model providers. The system needed to preserve context and expose the work as an editable product flow.

Product approach
  • Created a workspace model for projects, conversations, files, documents and generated artifacts.
  • Designed agent orchestration around product tasks instead of isolated prompts.
  • Connected multiple AI providers behind a consistent user-facing workflow.
  • Added preview and export paths so generated work could be inspected before handover.
Delivered scope

The implemented product layer

01

AI-assisted creation flows for Mini Apps and web products

02

Project and workspace context management

03

Agent orchestration and provider integrations

04

HTML and React previews with GitHub export

Architecture

How the system was organized

The product uses a React interface, workspace architecture and an agent layer that keeps project context separate from individual model calls. This lets the product evolve from assisted generation toward a repeatable build workflow.

Result

The result is an agent-first product workspace that supports code, websites, documents and structured tasks without reducing the experience to a single chat window.

Evidence boundary

  • The case does not claim a specific generation speed or business result.
  • Provider behavior and model quality remain dependent on the connected AI services.

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