Bash · AI-Native

AI-Native Bash

Configuring agents, harnesses and feedback loops for this language. Updated as the tooling moves.

Start here

Shell scripts as agent guardrails

Your agent runs more shell than anything else, and shell is the one place a mistake is not recoverable. Here is how to write the scripts that keep it honest.

Set up the workspace

Writing an AGENTS.md for shell-heavy projects

The shortest useful instructions file on this network — four lines of script header, a shellcheck rule, and one sentence about when to stop writing shell at all.

Operate it

Tracking what your coding agent costs you

Your agent already writes a complete record of every session to disk. Twenty lines of shell turns it into a spend report, and one hook keeps it honest.

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A battle-tested AGENTS.md, the review checklist, and the failure-mode cheat sheet for Bash. One email, then occasional updates when the tooling shifts. No course pitch.

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