Skip to content

Fullstack Agent Coding — Overview

Fullstack Agent Coding is an agent that plans, writes, tests and deploys a real full-stack application from a plain-language description — frontend, backend, and database — right inside your Nexrall chats.

What it builds

Each app is a genuine full-stack project:

  • A frontend (HTML/CSS/JS UI).
  • A backend (an API server the agent writes and tests).
  • A database the agent designs and migrates as the app's data model evolves.
  • Its own live URL, deployed the moment the agent finishes a build.

There's no boilerplate template underneath — the agent writes the actual files for your specific request and can keep extending them indefinitely as you keep chatting.

How a build works

  1. You describe the app in plain language — as detailed or as vague as you like. The agent will ask a clarifying question if your request is ambiguous rather than guess and build the wrong thing.
  2. The agent plans, exploring the current file tree (for existing projects) and deciding what to write, edit, or test.
  3. It writes and edits files, running real commands (installing dependencies, linting, starting a test server) as it goes.
  4. It verifies its own work — running API tests, UI tests, and checking the deployed page actually renders, not just that the code compiles.
  5. It deploys to a live URL, and the conversation keeps going: your next message is the next turn of the same agent working on the same app.

Built-in verification

The coding agent doesn't just claim success — every build session runs on top of deterministic guardrails:

  • A progress ledger tracks every file touched and every test run (pass or fail) so the agent can't "forget" a failing test across a long session.
  • A test-integrity guard flags attempts to make tests pass by weakening them (deleting assertions, skipping cases) instead of fixing the bug.
  • A claim-vs-evidence check catches the agent declaring "all tests pass" when the ledger shows otherwise.
  • Cross-file breakage detection warns when a renamed or removed export might still be referenced elsewhere in the project.

You always see what actually ran, not just what the agent says it did.

Where to go next

Built by Maxrall, Inc.