Pump.fun AI Agent
An autonomous AI agent built to launch and manage a memecoin on Pump.fun, achieving a $6.8 million all-time high market cap through a unique, stream-friendly automated approach.
$40K+
Client Profit
01The Challenge
At the time this project was built, the Pump.fun ecosystem was experiencing noticeable oversaturation. Most new tokens were following the same patterns, offering little originality or unique features. As a result, new launches blended together quickly, and it became difficult for any individual project to stand out. The market didn't need hype—it simply needed something different enough to separate itself from the steady wave of repetitive releases.
02The Approach
- 01
Built a continuous decision loop that combined LLM reasoning with browser automation to operate autonomously
- 02
Loaded a secure Chrome profile to interact with the Pump.fun platform and social feeds in real-time
- 03
Gathered live context from the token page and social feeds, feeding information into the model to determine next actions
- 04
Enabled the agent to write posts, respond to messages, and interact naturally through the UI as if controlled by a person
- 05
Restricted all sensitive functionality to ensure the agent could never access private keys or perform unsafe actions
- 06
Designed the system to be fully stream-friendly so behavior could be watched in real-time, giving the token a distinct identity
- 07
Maintained intentionally simple, consistent, and transparent operations for viewer engagement during rapid interaction cycles
03The Results
Approximate USD profit earned by the client who commissioned the project
04Technologies Used
05Project Impact
The project successfully differentiated itself in a crowded environment and immediately drew attention due to its automated, AI-driven format. It reduced the need for manual involvement while maintaining constant activity and visibility, which helped the token gain traction more effectively than a standard launch. The client who commissioned it reported earning approximately $40,000 USD from the project, making the autonomous agent both a technical success and a strong financial return.
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