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toolsr/AI_Agents · Oct 15, 2026

Best framework for an end-to-end Jira bug-fix agent

A builder asks which agent framework and sandbox to use for a Jira workflow: read the issue, clone the repo into an isolated sandbox, reproduce the bug, implement a fix, run tests, and prepare a PR. The key decision is not the framework but the review gate — tests must pass before any draft PR is opened, with each ticket in its own container and branch.

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