hypedarhypedar
feedtrendsdiscovershowcasearchive
login
login
login
FeedTrendsDiscoverShowcaseArchiveDashboard
Submit Showcase

Trending now

Agents + Serverless41Audio + Real Time39Audio + Copyright + Ethics39
View all trends →

hypedar

AI trend radar for developers. Catch emerging papers, repos, and discussions before the hype peaks.

AboutGitHubDiscord

By the makers of hypedar

Codepawl

Open-source tools for developers.

Explore our tools →
AboutPrivacyTermsX

© 2026 Codepawl

Built by Codepawl·© 2026

About·Terms·Privacy·Security

GitHub·Discord·X

feedtrendsdiscovershowcasearchive
← feed
GitHub1d ago
5.0

KeygraphHQ/shannon

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty7/10
Categorytool
Topics
agentssecuritycode-generation

Opportunity Brief

Develop an automated security audit tool that chains LLM reasoning to perform 'test-driven exploitation'. Focus on generating proof-of-concept scripts for discovered vulnerabilities automatically.

Suggested repo: x-agent

"AI that doesn't just find bugs, it writes the exploits to prove them."

Estimated effort: 80h