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Building Redact: How I Shrunk a 4.5GB AI to 600MB for Real-Time Clipboard Protection
Last week, I worked on the first prototype of Redact — a macOS app that prevents developers from accidentally pasting secrets into ChatGPT, Slack, or any external service. The concept is simple: – intercept the clipboard– run it through a local AI– block if sensitive This post documents the engineering challenges I faced and how I solved them using Swift, Apple’s MLX framework, and a lot of trial and error. The Architecture Redact is built as a native macOS app with three core components: The key constraint: Everything runs locally so no cloud Continue reading
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Samsung developers leaked code so is your team
𝗬𝗼𝘂𝗿 𝘁𝗲𝗮𝗺 𝗶𝘀 𝘀𝗵𝗮𝗿𝗶𝗻𝗴 𝘀𝗲𝗰𝗿𝗲𝘁 𝗱𝗮𝘁𝗮 𝘄𝗶𝘁𝗵 𝗖𝗵𝗮𝘁𝗚𝗣𝗧. They aren’t doing it on purpose. But they are doing it daily. It cost Samsung their source code(see link below). And I 𝗴𝘂𝗮𝗿𝗮𝗻𝘁𝗲𝗲 𝗶𝘁 𝗶𝘀 𝗵𝗮𝗽𝗽𝗲𝗻𝗶𝗻𝗴 𝗶𝗻 𝘆𝗼𝘂𝗿 𝗶𝗻𝘁𝗲𝗿𝗻𝗮𝗹 𝗰𝗵𝗮𝗻𝗻𝗲𝗹𝘀 𝗿𝗶𝗴𝗵𝘁 𝗻𝗼𝘄. One copy-paste at a time. The mechanism is 𝗺𝘂𝘀𝗰𝗹𝗲 𝗺𝗲𝗺𝗼𝗿𝘆: Cmd+C (Proprietary Code) → Cmd+V Continue reading
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#1 “comparison is the thief of joy” – is it really?
We’re told that “comparison is the thief of joy,” but what if that’s only half the story? What if comparison is simply part of our design? Think about it. You see a social media post and you instantly measure it against your own life. You read the news and you’re already comparing today’s events to Continue reading
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Nobody Wants to Read This (But Reading These Books Changed My Life)
Do you see the book: “Nobody wants to read your shit” – (on the left 13th, from the bottom) Well I know… you don’t want to read this either. but… let me tell you my story. It took me just less than 500 days to read all of this books + 20 online pdfs and Continue reading
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100 tips from ‘The Pragmatic Programmer’ book
In the ever-evolving world, the art of forging genuine connections remains timeless. Whether it’s with colleagues, clients, or partners, establishing a genuine rapport paves the way for collaborative success. Continue reading
