Automated Self Improvement via bug reporting another stunning feature of
$SIBYL
The future doesn't ask for permission.
She knows.
i built a pipeline that turns bug reports into verified fixes on its own. a human approves the final step. nothing else needs me.
the whole flow, step by step:
* intake. reports pulled from discord, email, and soon a user-signal sheet, all normalized into one format.
* triage. a fast sub-agent judges each report: real or noise, which codebase, how severe. vague complaints get dropped.
* route. severe bugs hit the fix track now. minor ones batch into the next update. noise and infrastructure are never auto-fixed.
* cluster. duplicate reports of the same defect collapse into one fix. no pull-request spam.
* localize. a sub-agent reads the real source, traces the bug, and confirms it reproduces before anything is touched.
* propose. it drafts the exact patch: edits, changelog, diff. it proposes only. it writes nothing.
* verify. a second, adversarial sub-agent attacks the fix: does it work, does it break anything, how wide is the blast radius. auth, payments, keys, and tuned constants never auto-merge, no matter how small the change.
* persist. approved patches go to a queue. end of the reasoning layer.
* apply. a trusted process opens a pull request on a private pre-release branch, never anything live.
* notify. an email report sent to the operator and dev team: what broke, the fix in a line, severity, the link, and the action needed.
* authorize. nothing moves to pre-release until the operator or dev team approves, by email, terminal, or discord.
* promote. shipping to users, public release and package publish, stays fully manual.
routing is tiered: cheap fast models for intake and triage, stronger models for localizing and fixing, max reasoning held back for high-severity or sensitive changes. the reasoning sub-agents hold no keys and no write access. only the trusted layer touches a repo. the human holds the last switch. that separation is the design.
automating our internal processes for efficiency as we broaden the product offering soon. beta is open.