What belongs in AI-accelerated security research?
A short framing note for the kinds of work this archive will publish.
Independent security research
SuperDevSecurity
Notes, tooling, and published work from independent research into AI-assisted vulnerability discovery, exploit analysis, and defensive engineering.
Published research and technical reports
Findings, methodology, artifacts, benchmarks, and reproductions.
Public tooling and research utilities
Harnesses, scripts, demos, and small tools that support research workflows.
Research threads
- Agent-assisted code review and vulnerability discovery
- Model support for root-cause analysis and exploit reasoning
- Evaluation methods for security-focused AI workflows
- Secure operation of AI-enabled development and research tooling