Dragon888(Ø,G)(@dragon888):Learning how to learn agent first Dynamic worklow stdin / stdout / stderr exit code cmd list --json YAML yml scrpits TOML TTY npm bun Homebrew --version Turns out a good CLI isn't just for humans. Exit codes, stderr and --json are how an AI agent figures out what actually broke. A non-zero exit and a clear error beat a pretty spinner every time: the bot reads it, fixes it, retries. Build for 🤖 and humans win too.

Dragon888(Ø,G)

@dragon888

Onchain Agentic Loop 丨 APAC DevRel @0G_labs 丨opinions and posts are my own.

Joined April 2021

7.5K Following 3.8K Followers

Dragon888(Ø,G)@dragon888

2026.10.15 17:10

Learning how to learn agent first Dynamic worklow stdin / stdout / stderr exit code cmd list --json YAML yml scrpits TOML TTY npm bun Homebrew --version Turns out a good CLI isn't just for humans. Exit codes, stderr and --json are how an AI agent figures out what actually broke. A non-zero exit and a clear error beat a pretty spinner every time: the bot reads it, fixes it, retries. Build for 🤖 and humans win too.