But first, some context on why we're building this. Back in 2013, I was managing Docker's engineering team of 100 people, and my co-founder Andrea was the team's tech lead and lead architect. We scaled Docker's CI from a handful of builds to something that ran constantly across a massive contributor base. Even back then, flaky tests and large PRs that were painful to review were our biggest headaches. We spent a disproportionate amount of time debugging CI failures that had nothing to do with the code being shipped. That was over a decade ago, with no AI coding tools generating PRs at scale. The problem has only gotten worse since then. Mendral is the tool we wished we had at Docker.
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Commercial insurers pay 254% of Medicare rates for identical hospital procedures. A hip replacement costs $29,000 in the US and under $11,000 in most peer nations. Capping commercial hospital payments at 200% of Medicare — the mechanism already used by Montana Medicaid and thousands of self-insured employers — would save approximately $73 billion per year.
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