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HBAR.io

A Chat-Driven App sandbox: chat-driven control surfaces, structured LLM outputs, and the parser/dispatcher pattern applied to a working web app.

Chat-Driven AppTypeScriptReactRender
Visit hbario.onrender.com →
Screenshot of HBAR.io

Key wins

  • ▸Hosted on Render with continuous deploy
  • ▸Modern React + TypeScript front end
  • ▸Rapid prototyping ground for new ideas

As a Chat-Driven App

HBAR.io uses the Chat-Driven App pattern to turn plain-language requests into Hedera (HBAR) workflows. The chat replaces a multi-step wizard UI — the model translates English into a structured operations pipeline that runs against the Hedera SDK.

User input

Create 50 wallets and chain a 0.1 HBAR transfer from each into a single treasury wallet.

LLM output

[ACTION:create_wallets count="50" label_prefix="batch_"]
[ACTION:create_wallet label="treasury"]
[ACTION:chain_transfer from="batch_*" to="treasury" amount="0.1" memo="batch sweep"]
[ACTION:report summary="true"]

What the app does

HBAR.io parses each [ACTION] tag, builds the corresponding Hedera SDK transactions, executes the chained transfers on-chain, and streams progress + a final summary back into the chat.

Read about the Chat-Driven Apps pattern →

What I built

  • A personal experimentation platform used for trying new front-end patterns, data visualizations, and deployment workflows.
  • Built and deployed on Render with continuous deployment from version control.
  • Serves as a sandbox for ideas that may graduate into standalone products.
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