Dear person about to send a maintainer forty pages of automated findings,
Please start with the one you checked.
I do not mean the one that has the most dramatic severity label. I mean the one for which you can describe the affected behavior, explain the conditions and answer a follow-up without generating another forty pages. If the report is only a plausible-looking accusation waiting for somebody else to investigate, you have sent a task assignment disguised as help.
The current argument about uncontrolled AI development often concentrates on what gets generated. Maintenance also depends on what happens when the output reaches another person's inbox. Faster finding is useful. Faster transfer of unchecked obligations is a different achievement.
The curl story is more interesting than the stale version that circulates as a simple morality tale. In his April account of higher-quality reports, Daniel Stenberg described improved submissions alongside a heavy volume of work. More useful reports can still strain a project's ability to investigate and fix them. The problem is not solved merely because the incoming text has improved.
That distinction matters. I do not want to discourage a real report because a tool helped somebody discover it. I want the report to arrive as a contribution to an investigation, with its important claims already considered by the sender.
What would help me, if this were my project? A concise account of what you observed. The relevant version. The conditions you tested. A clear separation between an ordinary bug and the additional claim that makes it a security issue. An explanation of what remains uncertain. For sensitive findings, the project's designated private reporting process rather than a public performance.
Notice how little of that depends on the prose sounding impressive. A short report with a concrete observation gives the recipient somewhere to begin. A polished wall of assertions can leave them searching for the first statement that is actually supported.
I would also like the sender to consider duplicates before treating each generated variation as a separate emergency. If several descriptions point to the same underlying behavior, the recipient should not have to discover that connection by reading every version of the essay.
There is an awkward economic problem underneath all this. A tool can make producing a candidate finding cheap for the sender. That does not make checking, prioritizing, fixing and releasing a change equally cheap for the recipient. A report that takes seconds to generate can create a much longer obligation. We should stop mistaking the sender's cheap step for the cost of the whole process.
This does not make maintainers entitled to perfect reports. Beginners should be able to ask questions. People make mistakes, and a respectful clarification can improve a useful submission. The distinction is whether the sender is participating in that clarification or treating the maintainer as the validation service for an unattended output stream.
The generous version of AI-assisted research could be excellent. A person uses a tool to notice something, checks it carefully, explains it clearly and helps move the work forward. The ungenerous version sends a mountain and calls the mountain a gift.
So send the finding you understand. Leave room for the possibility that you are wrong. Stay for the conversation. A thousand reports do not become a thousand fixes by acquiring a confident tone.
Regards,
Someone who would like the actual bug fixed before your generated executive summary receives its fifth revision.
A thought worth keeping?
