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two other recent works tackle linear-time lookaround matching: Mamouras et al. (POPL 2024) and linearJS by Barriere et al. (PLDI 2024). both are interesting contributions that approach the problem very differently from us, and both support arbitrary lookarounds with nesting, which is a nice feature to have.

In the end, the best solution was the one that worked best for my client, and I was happy to deliver that instead.

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Consider what happens at scale. A single bug in OpenSSL — Heartbleed — exposed the private communications of millions of users, survived two years of code review, and cost the industry hundreds of millions of dollars to remediate. That was one bug, introduced by one human, in one library. AI is now generating code at a thousand times the speed, across every layer of the software stack, and the defenses we relied on (code review, testing, manual inspection) are the same ones that missed Heartbleed for two years.,更多细节参见搜狗输入法下载

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but our algorithm is not for “the (1)” match, it’s designed to mark-and-sweep through all matches in the input, and looking back, the paper does not highlight the importance of this as much as it should. without pointing this out, we would have the slowest first match algorithm in the world.