How AI Agents Automate Bot Development: A Real-World Example
A developer built a Telegram bot for learning Georgian and decided to automate its development entirely with LLM agents. At night, the agents write code and add features; in the morning, he reads the changelog. Here is the story of the experiment and what it actually produced.
AI-processed from Habr AI; edited by Hamidun News
A developer used AI agents to fully automate the development of a Telegram bot: at night, the agents add new features and improve the code on their own, and in the morning he simply reads the changes.
How can you use AI agents to automate development?
According to the case in the article, the developer gave AI agents access to the Telegram bot's code. The agents add features and improve the code automatically, working at night while the developer sleeps. In the morning, all that is left is to read the report of changes.
How do AI agents help with bot development?
AI agents add new features and improve code automatically while working at night, and the developer gets a ready list of changes by morning.
Can development be fully automated?
Yes, AI agents can develop functionality and improve the existing code of a Telegram bot on their own, without the developer's involvement.
How do AI agents help automate code development?
According to the example in the article, AI agents can add features, improve code and make fixes on their own, without the developer's involvement. It is enough to set the task: the agents carry it out overnight and leave a list of changes.
Can AI agents be used to develop a Telegram bot?
Yes, as the author's story shows, AI agents successfully handle the development and improvement of Telegram bot functionality, including new features and optimization.
Key Questions Answered
How can you use AI agents to automate development?
According to the case in the article, the developer gave AI agents access to the Telegram bot's code. The agents add features and improve the code automatically, working at night while the developer sleeps. In the morning, all that is left is to read the report of changes.
How do AI agents help with bot development?
AI agents add new features and improve code automatically while working at night, and the developer gets a ready list of changes by morning.
Can development be fully automated?
Yes, AI agents can develop functionality and improve the existing code of a Telegram bot on their own, without the developer's involvement.
How do AI agents help automate code development?
According to the example in the article, AI agents can add features, improve code and make fixes on their own, without the developer's involvement. It is enough to set the task: the agents carry it out overnight and leave a list of changes.
Test Frontier LLMs & Autonomous Agents in One Workspace
Run Claude Opus 5.5, GPT-6, Gemini 3.1, and DeepSeek side-by-side in Nomad AI (nomadnet.ai) — unified model routing, deep research, and multimodal workflows under one subscription.
The AI world, distilled — once a week
Seven stories that actually mattered, hand-picked. No noise, no reposts, no press releases.
Done! Check your inbox for a confirmation.