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CIF Scanner
Check your payment logs for silent failures, offline & free
A free, offline command-line tool that checks transaction logs for a specific silent failure: a transaction recorded as complete while the account balance never actually changed, with nothing flagging it. Runs entirely on your machine, no data leaves your computer. Built as part of CIF (Chronological Input Failure), a framework for chronological integrity in payment systems. Tested honestly on real PaySim data, including two dataset quirks I had to catch and fix before trusting the results.
Built this to make CIF's core check something anyone can run themselves, no data ever has to leave your machine. What inspired it: I kept finding I couldn't get access to real transaction logs to test my framework on, since companies (understandably) don't hand data to strangers. So instead of asking for their data, I built something that lets them check it themselves. Would genuinely love feedback, especially if it breaks or behaves oddly on your data, that's just as useful to me as it working correctly.
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About CIF Scanner on Product Hunt
“Check your payment logs for silent failures, offline & free”
CIF Scanner was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #110 on the daily leaderboard. A free, offline command-line tool that checks transaction logs for a specific silent failure: a transaction recorded as complete while the account balance never actually changed, with nothing flagging it. Runs entirely on your machine, no data leaves your computer. Built as part of CIF (Chronological Input Failure), a framework for chronological integrity in payment systems. Tested honestly on real PaySim data, including two dataset quirks I had to catch and fix before trusting the results.
CIF Scanner was featured in Open Source (68.7k followers), Fintech (47.3k followers), Developer Tools (517.5k followers) and GitHub (41.4k followers) on Product Hunt. Together, these topics include over 139.2k products, making this a competitive space to launch in.
Who hunted CIF Scanner?
CIF Scanner was hunted by Oludele Oluwapelumi . A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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Oludele Oluwapelumi