Scans arxiv for new papers in crypto, DeFi, MEV, ZK, and AI-agent domains
Generates a structured changelog from git history, PRs, and release notes
Monitors CI/CD pipeline status, build times, failure patterns, and flaky tests
Monitors competitor projects for new releases, partnerships, TVL changes, and strategic moves
Produces a concise daily digest of market activity, research findings, and notable events
Audits project dependencies for vulnerabilities, outdated packages, and license compliance
Reviews content for quality, clarity, tone, and adherence to style guidelines
Analyzes DeFi exploits and security incidents to extract lessons and update risk models