Real-world AI agent use cases, with the tools and steps to copy them.

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Security, Science & Hardware

32 use cases

Run an AI agent on a Nokia 110 feature phone

Original post Other or custom

Discover room-temperature magnetic semiconductor candidates with agents

Original post Other or custom

Reverse-engineer binaries in Ghidra

Original post Other or custom

Generate a robot arm CAD model from one prompt

Original post Codex +1

Monitor and score CVEs with real-time alerts

Original post n8n

Hunt business-logic flaws and open fix PRs

Original post Devin

Open recent protein-ligand structures in PDB

Original post Perplexity Comet

Debug low-level cryptography code

Original post Claude Code

Reverse engineer Claude Desktop to find a path to Linux support

Original post Claude Code +1

Give agents a multi-engine math kernel via MCP

Original post Other or custom

Program a sub-$2k personal robot

Original post Other or custom

Find a Linux vulnerability hidden for 23 years

Original post Claude Code

Generate parametric CAD models from a prompt

Original post Claude

Explore open math problems with a multi-agent system

Original post Other or custom

Find exploitable bugs in smart contracts

Original post Claude

Patch laptop BIOS to unlock hidden firmware menus

Original post Claude Code

Verify SPICE simulations against a real oscilloscope

Original post Claude Code

Control and calibrate a robotic hand with OpenClaw

Original post OpenClaw

Run a home robot through Claude Desktop

Original post Claude Cowork

Reverse engineer a patch into a full exploit chain

Original post Claude Code

Reverse engineer a classic game ROM via Ghidra MCP

Original post Claude

Design and build a robotic arm with no CAD experience

Original post Claude Code

Repair formal proofs for a verified garbage collector

Original post Codex

Solve open math problems autonomously

Original post Gemini

Find security flaws in open-source software

Original post Gemini

Hunt for unpatched vulnerabilities in SQLite commits

Original post Gemini

Sort waste using local recycling rules

Original post Gemini

Control robots with generated code and voice commands

Original post Gemini

Orchestrate a Spot robot through multi-step tasks

Original post Gemini

Reverse engineer a Go binary with Ghidra via MCP

Original post Cursor

Generate parametric geometry workflows with an agent

Original post Other or custom

Drive a 7-axis robot arm with natural language

Original post OpenClaw