Runlayer 软件工厂：从客户信号到自动合并上线的 agent 流水线

Rafal Wilinski @rafalwilinski原推发布于 2026.10.13

在 X 上打开原推

the whole schtick of software factory is that shipping doesn't have to start with your prompt or end with merging to main. Here's our software factory, running fully on Runlayer agents the signals we pick up are coming from multiple places: customer calls (Fireflies), customer Slack channels, red CI on main, etc. you can also just @ them in Slack, DM them, or drop a pin on any part of the UI (yes, on prod) thanks to https://www.agentation.com/ - a pin can be left on any element plus a short note. The element, the page and the note go to a webhook, and that starts an agent every ask gets checked against Linear and open PRs. if it's already tracked, the customer gets added to the existing issue as one more voice, so we don't end up with five tickets for the same thing. Small, clear stuff gets built right away. Anything bigger, or anything near auth or hotpath, comes to relevant engs with a short write-up or draft PR instead The building part - an agent inside sandbox clones the repo, reproduces the bug, makes the fix, runs the tests and opens a PR with before/after screenshots or a recorded walkthrough demo if change is bigger so noboy has to checkout the branch locally. Another agent performs an adversarial review. Small, non-risky changes are approved and automerged straight away. when the reviewer or CI pushes back, an agent picks the PR back up: it answers every comment, fixes what's real, argues with what isn't, fixes red CI and merge conflicts, then asks for another review. Humans jump in only when requested. After the merge it goes to prod, a QA fuzzing agent pokes at it, and whoever relevant needs to be informed is DMed about it (FDEs, Sales that promised a feature, customers that wanted to see a bug fixed). This way we ship so fast that internal enablement has become a problem - sales/FDEs were not aware what's even live already. in one 24-hour stretch this week, a single agent got 91 PRs merged. To solve that, we do two things: - changelog as append only ledger. if your PRs should be in the changelog, add one md file - on every Friday, we take top10 most interesting pieces and ask Stanley Runbrick, our in-house video expert to record a 3min summary to spread the knowledge