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Technical deep-dives, CTF writeups, and career reflections. No fluff, just substance.

What I took from EverMind's open engine, and what I left

Reading a memory system's open source before building my own assistant branch: what I adopted, what I refused, and why.

I gave a personal tool 42 days and written conditions for killing it. Ended up stopping the clock on day three.

After years of building in silence, I'm finally putting my thoughts out there. Here's why, and what to expect.