* [Shannon v1.4.0](https://github.com/KeygraphHQ/shannon) – Autonomous white-box AI pentester for web applications and APIs that analyzes source code and runs proof-of-concept exploits.

* [Nerva v1.4.6](https://github.com/praetorian-inc/nerva) – High-performance service fingerprinting CLI identifying 150+ network protocols across TCP, UDP, and SCTP while extracting version and configuration metadata.

* [redc v3.3.3](https://github.com/wgpsec/redc) – Terraform-based multi-cloud tool for automated red team infrastructure provisioning, scheduling, and lifecycle management.