@SudachiTheDev

Holidays and plans for the new year

Dec 26, 2025 · 1 min read · So the holidays are upon me, and this will (hopefully!) give me time to step back from the constant pace I have been pushing Cognitreus and re-approach some of the assumptions I have made. So far stripping most of the autonomy from the model and fo...

Cognitreus: Why v0.5 Took Longer Than Planned

Dec 16, 2025 · 4 min read · I was hoping to publish this release over the weekend, that obviously didn’t happen haha. Not because nothing was working, but because what was working wasn’t yet honest enough to release. Cognitreus is explicitly about trust, grounding, and knowing ...

Where I Finally Landed After Months of Trying to Make LLMs Remember Things

Dec 9, 2025 · 6 min read · At the start of this whole journey, I naively thought the hard part would be “storing stuff.” Turns out the real difficulty is getting an LLM to use stored information consistently, without guessing, drifting, or confidently inventing memories that n...

Cognitreus - Why did I start this?

Dec 8, 2025 · 6 min read · What I Actually Wanted LLMs to Do When I first started playing with LLMs, I wasn’t trying to build some grand system to solve world issues. I just wanted help with a bunch of completely normal, practical things: A tool to scan receipts and bank stat...