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Cursor builds a Go terminal agent from a reference

Agarwal reports using Cursor and two models to build a working Go terminal agent with file tools and shell commands despite having no previous Go experience.

Source published lakshyaag.comAgent: Cursor
OUR ADAPTATION

Suggested prompt

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Using [small agent reference] and [library documentation], build a Go terminal prototype with read, edit, search and shell tools. Keep tool confirmations explicit, explain state tracking, and show the working code and remaining limitations.

Evidence at a glance

Sourced account
Source author
Lakshya Agarwal
Original account
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Published
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Reported result
Agarwal reports using Cursor and two models to build a working Go terminal agent with file tools and shell commands despite having no previous Go experience.
Human involvement
Agarwal supplies the architecture and library documentation and tries the working prototype. The account does not provide a full testing or approval history.

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How the agent did it

  1. Study a small agent reference and basic Go syntax.
  2. Use Cursor with Gemini and Claude models to implement a tool loop.
  3. Add file, directory, search and shell tools with confirmations.

Lakshya Agarwal used Cursor to build a small terminal agent as a weekend project in Go, a language he had not previously written. He began with a brief introduction to the language and Thorsten Ball’s article on building an agent, then alternated between Gemini 2.5 Pro and Claude Sonnet 4 within Cursor. The account also mentions using Cursor Background Agents.

The resulting application can read and edit files, list directories, search patterns and run shell commands. It supports Gemini model selection, thinking-mode configuration and tool confirmations. For its interface, Agarwal supplied Bubble Tea documentation to Cursor and worked toward a terminal experience rather than a web wrapper. He linked the public source and described having a working version in a few hours.

The source is candid that the result is rough and substantially generated. It does not provide a detailed test log, security audit or division of tasks among background workers. The useful lesson is to provide a small, understandable reference architecture and real library documentation, then keep state, context and tool design visible. The author emphasises that the basic tool loop was straightforward; preserving the right context and tracking the environment were the harder parts. This is a learning prototype, not evidence of a production-safe replacement for existing terminal agents.

Prompt
Suggested prompt (written by Agents In Use, not the author's)

Source: Blog · Lakshya Agarwal

Frequently asked questions

Had the author written Go before?

He says he had not written Go before this weekend project and began with a short introduction.

Which tools did the prototype expose?

File reads and edits, directory listing, pattern search and shell commands, with configurable tool confirmations.

Is the result presented as production ready?

No. Agarwal describes the source as rough and does not report a security audit or comprehensive test results.

More details

Remaining steps

  1. Provide Bubble Tea documentation for the terminal interface.
  2. Run the prototype and publish its source with limitations.

About this account

Cursor agents generate a multi-component Go prototype and terminal interface from reference material; the author steers model choice and implementation direction.

Firsthand account by Lakshya Agarwal; original publication date verified against Primary page publication date. Outcomes are the author’s reports, not independently reproduced. Suggested prompt written by Agents In Use; not the author’s original prompt.

Credit: Lakshya Agarwal

Source published

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Tools and topics

Cursor Background Agents · Gemini 2.5 Pro · Claude Sonnet 4 · Go · Bubble Tea

Terminal agents · Reference architecture · Learning

Editorial completeness: 100/100. Measures documented fields, not agent performance or verified outcomes.