Use an agent to trace a crypto bug from a failing test
A cryptography engineer had Claude Code inspect a failing Go implementation and pinpoint three low-level signing bugs.
Claude Code
Agent Uses · 1,321 real examples
AI agents for science, security & hardware
Lab work, security testing, hardware projects and scientific computing. Each entry shows what the person asked for, how it went, and a prompt to try it yourself.
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Have Claude Code inspect a codebase for latent security flaws
A researcher pointed Claude Code at Linux kernel files and used it to flag serious bugs, including a 2003 NFS heap overflow.
Claude Code
Use Ghidra tools to map a binary faster
An MCP bridge let an agent decompile code, trace relationships, and rename symbols inside Ghidra from Claude or Cursor.
Custom agent
Wire an MCP math server into your agent
They let an agent route math work to MathKernel, which planned the request and delegated computation to several theorem and numeric engines.
Custom agent
Use an agent to draft parametric geometry systems
A Rhino plugin let a coding agent turn a brief into editable geometry logic stored alongside the project files.
Custom agent
Use agents to probe open mathematical questions
A group built a math environment where agents chose their own leads, ran tests, and shared findings without a central planner.
Custom agent
Search for room-temperature magnetic semiconductor candidates
A Claude Opus 5.5 agent team screened Luttinger-compensated magnets and surfaced two predicted room-temperature magnetic semiconductor candidates.
Custom agent
Turn a feature phone into a tiny AI controller
They loaded an AI-driven chat tool onto a Nokia 110 and used it to carry out a few simple device actions.
Custom agent