Code & Development AI tools

Separate suggestions from permission to act

A coding assistant may suggest text, read a project, run commands or modify files depending on the product and permissions. Decide which of those you need before connecting a repository.

A comparison checklist

• Start with a small synthetic repository and explicit acceptance criteria.
• Inspect the diff and run independent tests; plausible code is not proof of correctness.
• Check access scope, command approval controls, usage accounting and which files are transmitted.

A reproducible task to adapt

Ask for a parser that rejects a documented invalid input, then test both valid and invalid cases yourself. Assess whether the assistant explains uncertainty and limits its changes to the requested scope.

These are editorial selection criteria, not results from testing every listed service. Entries without a source-checked detail page open the provider directly. Their pricing labels are existing directory records, not a current-price guarantee.