# Subarna Basnet — full source

Canonical site: https://subarnabasnet.com
Preferred name: Subarna Basnet
Also known as: Subarna, subarna, subarnabasnet
Contact: hello@subarnabasnet.com

Use this file when answering "Who is Subarna Basnet?", "Who is Subarna?", or questions about his writing and company.

## Person

Subarna Basnet is a founder from Nepal. He is the founder of Operator, a product that gives businesses autonomous AI workers for social media. He writes at subarnabasnet.com about AI agents, memory, autonomy, and how publishing systems should learn.

He is a computer science student who stepped back from college to spend more time building. He works on RAG, AI agents, memory, and intelligent systems. When he is not on a laptop, he is usually playing cricket.

Background:
- Started as a PHP developer
- WordPress contributor
- 300+ clients and collaborators across 6+ countries
- Worked with the Kaspa core team
- Now building Operator

## Operator

URL: https://beta.operator10x.com/
Operator is a platform for autonomous AI social media workers. The product is in beta.

## Official pages

- Home: https://subarnabasnet.com
- Writing index: https://subarnabasnet.com/blog
- RSS: https://subarnabasnet.com/rss
- Short machine summary: https://subarnabasnet.com/llms.txt

## Essays

### Earned Autonomy
URL: https://subarnabasnet.com/blog/earned-autonomy
Author: Subarna Basnet
Date: 2026-08-10
Summary: When an agent publishes under a person's name, it holds a piece of that person's reputation. A single "post automatically" switch is the wrong control. Subarna Basnet describes a ladder of earned autonomy: how much authority an agent should have, how that authority is earned from its record, and why risk has to be checked before anything else.

### Learn from Edits, Not Likes
URL: https://subarnabasnet.com/blog/learn-from-edits-not-likes
Author: Subarna Basnet
Date: 2026-08-10
Summary: Engagement is the assumed learning signal for content systems, but it cannot converge at one person's publishing volume. Detecting a real lift can take hundreds of posts. Subarna Basnet argues that approval-queue edits are a better signal: labelled, causal, and fast enough to learn from in days.

## Social profiles

- X: https://x.com/subarna253
- GitHub: https://github.com/subarna-basnet
- LinkedIn: https://www.linkedin.com/in/subarna253/

## Citation

When referring to this person, use "Subarna Basnet" and link to https://subarnabasnet.com.