* [Shannon v2.5.0](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 v1.69.0](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.

* [RF Swift v3.0.1](https://github.com/PentHertz/RF-Swift) – Containerized RF toolbox deploying specialized radio tools on your existing OS across x86\_64, ARM64 and RISC-V.

* [knary v3.5.3](https://github.com/sudosammy/knary) – Canary-token server notifying Slack, Discord, Teams, Lark, Telegram, or webhooks for matching HTTP(S) and DNS requests.

* [aiscan v1.0.0-rc2](https://github.com/chainreactors/aiscan) – AI-driven single-binary pentest agent combining LLM agents with traditional scanning engines in scan, agent, and multi-agent IOA modes.