Hunt for exoplanet candidates in public telescope data with Claude Code
A Reddit post, widely discussed on HN, describes an amateur using Claude Code to search public data and find what he thinks is an unknown planet.
Science use cases
Real things people did with Science work, sourced and with recipes.
Use cases
Screen new magnetic materials for computer memory with an agent team
A researcher used a team of Claude Opus agents to run physics simulations and surface two candidate magnets for spin-based memory, then published every calculation.
Build an interactive physics explorer with your agent
A builder made a free, open-source gravity, orbits and time-dilation explorer with his OpenClaw agent and GPT-6 Astra.
Prove a research idea on vacation with Claude Code
An open-source maintainer used Claude Code on a beach to show common geo and climate operations can be written as SQL, and even built a neural network in SQL.
Build a SaaS for researchers without knowing how to code
A researcher with no web background built an AI tool for scientific figures with Claude and Cursor and reports about $1K MRR 25 days after launch.
The Daily 5.
Five real AI agent use cases each morning, each with a recipe and a source. Plus a Sunday roundup. Free.