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Designing intent-driven blockchain interfaces without hiding risk

How Subhajit Pradhan thinks about mapping natural-language intent to explicit wallet and smart contract workflows.

5 min read2026-05-27

Intent is not execution

An intent-driven blockchain interface sounds simple: a user writes what they want, the product prepares the transaction, and the wallet handles confirmation. The risk is that natural language can feel more certain than it actually is.

For Subhajit Pradhan, the useful version of this pattern separates three layers. The first layer interprets the user request. The second layer translates that interpretation into explicit transaction steps. The third layer asks the user to inspect and confirm what will happen on-chain.

The interface has to slow down at the right moment

Blockchain products should not make irreversible actions feel casual. A good full stack and blockchain developer has to design the backend and frontend around review states:

  • what contract will be called
  • what token or asset is involved
  • what wallet action is required
  • what can fail before or after confirmation

That is the reason IntentPay treats natural-language input as a starting point, not a command that automatically touches a smart contract.

Where the engineering gets interesting

The hard part is not only Solidity. It is the product boundary between AI output, validation, wallet UX, and contract execution. Subhajit Pradhan uses this project to explore that boundary with TypeScript, Solidity, Ethers.js, and explicit transaction previews.

The goal is not to hide blockchain complexity completely. The goal is to make the complexity legible before a user signs anything.