A first task to try
Ask for one small improvement in a test project.
Limitations to check
Inspect changes and run appropriate checks before merging.
Documentation reviewed · 2026-10-06
Not connection-tested or security-audited.
Work with an AI coding agent while developing and reviewing software.
Freemium · Free plan with limited AI usage; paid subscriptions add capacity. Third-party model usage may be billed separately.
Check current terms with the publisher before purchasing.
Publisher pricing ↗ · Pricing model checked 2026-10-16
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Ask for one small improvement in a test project.
Inspect changes and run appropriate checks before merging.
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Editorial guidance for evaluating this kind of tool. Suggested tasks have not been independently tested.
A product that can work toward a task using instructions and available tools. The amount of autonomy depends on its configuration.
Define one outcome, the permitted tools and a stop condition. Confirm model or app charges and where the agent will work.
Ask for one small improvement in a test project.
Inspect changes and run appropriate checks before merging.
Matched by category or role. These suggestions are not tested equivalents.
Move from issue to reviewed change.
Investigate an error without guessing at the cause.
Pilot one bounded task before adding autonomy.