Security, Science & Hardware
Generate a robot arm CAD model from one prompt
A text-to-cad skill let Codex produce a 7-DOF robot arm with kinematics, a GUI and STEP parts in one demo prompt, though not the gripper.
Codex · Claude Code
Security, Science & Hardware
Vulnerability hunting, reverse engineering, math, CAD, and robots.
32 use cases
Security, Science & Hardware
Repair formal proofs for a verified garbage collector
Codex edited files and ran builds to repair CertiGC proofs; it handled local repair well, but humans had to check that its invariants preserved the specification.
Codex
Security, Science & Hardware
Open recent protein-ligand structures in PDB
A researcher had Comet find the three latest GSK3B protein-ligand complexes in the PDB and open each in Ligand Interaction view.
Perplexity Comet
Security, Science & Hardware
Solve open math problems autonomously
DeepMind's Aletheia agent on Gemini Deep Think was evaluated on 700 open Erdős problems and autonomously solved four.
Gemini
Security, Science & Hardware
Hunt for unpatched vulnerabilities in SQLite commits
Google's Big Sleep agent reviewed recent SQLite commits starting from a patched bug and found an exploitable flaw, which was fixed before release.
Gemini
Security, Science & Hardware
Find security flaws in open-source software
Google's Big Sleep agent reported about 20 security flaws in open-source software, following its SQLite find.
Gemini
Security, Science & Hardware
Control robots with generated code and voice commands
Gemini detects objects and writes robot API code, and with 10 in-context demos an ALOHA robot packed boxes and folded a dress; voice commands became robot plans.
Gemini
Security, Science & Hardware
Orchestrate a Spot robot through multi-step tasks
Gemini Robotics ER 2 drives a Boston Dynamics Spot, watching video to confirm tasks like tying a trash bag are done before moving on.
Gemini
Security, Science & Hardware
Sort waste using local recycling rules
Gemini Robotics-ER 1.5 looks up local recycling rules online, then plans and sorts objects into compost, recycling and trash bins.
Gemini
Security, Science & Hardware
Hunt business-logic flaws and open fix PRs
Parallel Devin agents each read part of a codebase, find business-logic and auth bypass flaws, confirm them in a sandbox, then open remediation PRs (vendor description).
Devin
Security, Science & Hardware
Reverse engineer a Go binary with Ghidra via MCP
Huli had Cursor drive GhidraMCP to identify a Golang binary, list its routes and find a path traversal, but it missed the SQL injection check.
Cursor
Security, Science & Hardware
Monitor and score CVEs with real-time alerts
An n8n workflow monitors CVEs from sources like CISA and OTX, scores them with AI, and alerts via Slack, Gmail and Google Sheets.
n8n
Security, Science & Hardware
Design and build a robotic arm with no CAD experience
A builder used Claude Code with FreeCAD and Claude Vision to design, print, and assemble a 5-DOF servo arm with vision and voice control.
Claude Code
Security, Science & Hardware
Debug low-level cryptography code
Cryptography engineer Filippo Valsorda's write-up on Claude Code debugging low-level crypto.
Claude Code