The problem OnchainSentinel - Autonomous Agent solves

The onchain userbase is growing fast but still is a small fraction of the global internet audience, our agent plays a small part in finding the efforts to onboard new users i.e. social media posts --> creates an onchain leaderboard --> rewards the contributors, all autonomously.

It solves for:

1. Transparency - onchain leaderboards provide complete visibility into the beneficiary base of the grants.
2. Meritocracy - the leaderboard is created on objective metrics by the AI agent with no subjective, human input.
3. Automation - makes the process truly efficient by removing manual human intervention.

Challenges we ran into

Integrating web2 apis( scraping ) to the autonomous agent, rate limits on apis. Got over it by leveraging agentkit, lots of hit and try, phased testing with cooloff periods to stay under rate limits.