Key Highlights:
License is not valid, please check your API Key!
Rewrite the following article in a natural, human-like tone. Keep the meaning the same but improve clarity, structure, and readability. Do NOT mention any source, website, or external reference. Return clean HTML paragraphs:
| tl;dr: PostHog is ~100 engineers pushing constantly to a monorepo. In one week they ran 575,894 CI jobs, processed 1.18 billion log lines, and ran 33 million tests. We continuously debug their CI with an agent. Flaky tests were annoying before AI, and now those flakes can block teams from shipping or cutting a release. but AI can also help fix this (because of the ability to automate deep root cause analysis at scale). submitted by /u/samalba42 |

