用云代理自动修复应用Bug并提交PR的实践
i've been building some smaller apps over the last weeks for myself, friends and…
i've been building some smaller apps over the last weeks for myself, friends and family and discovered a pretty nice pattern in the process
you see, after building, i'm not particularly interested in fixing bugs or triaging feature requests. i just want to get the job done
so i've set up a system that lets me and other users fix bugs and build features without me having to actually open cursor
the flow: 1. someone files feedback in the app 2. it lands in posthog with the submitted text, session replay, events, and errors 3. a cursor cloud agent picks it up with that context, plus live read-only posthog mcp 4. it loops until the fix is verified, then opens a github pr with tests 5. i get a ping and review it on my phone
we give our cloud agents access to all the necessary user context, and they'll figure it out
with this in place, we can start setting up more abstractions in between. if we're getting a high volume, we might want to triage first with another cloud agent or some automation. the feedback can create a github or linear issue, which we later pick up with a cron-backed cloud agent that decides which are duplicates. there are so many ways to configure this, you just gotta try it out and see what works for you
but there's so much more here that is untapped. with session replays and event logs, you can have a cloud agent look at each session replay to extract ux pitfalls and improvement areas. you can have another agent looking at event logs to see weird patterns. another one for errors or similar
try it out and see what you can do!
更进一步:量化金融体系
看懂新闻只是起点——沿量化金融路径,把它变成能交付的工程能力