The latest articles on Forem by hendrixx-cnc (@hendrixxcnc). https://forem.com/hendrixxcnc https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3581119%2F221ee800-dcfc-42df-a8c4-d5f056191eff.png https://forem.com/hendrixxcnc en hendrixx-cnc Fri, 24 Oct 2025 05:26:11 +0000 https://forem.com/hendrixxcnc/i-built-a-thing-4iel https://forem.com/hendrixxcnc/i-built-a-thing-4iel <p>I've spent the last couple weeks slowly growing a beard becuase i've been hooked to this keyboard trying to shave milli second off latency here gain throughput there a byte or 2 off this header thats expanding my packet finally getting a decent ratio only test to a diferent data set and get sub standard results but I think I think I did a Lossless Ai data streaming compression pipeline that does a few things. It compresses repetative data streams to sub ms on data it has a a template for it adapts to that data as it changes it has a metadata side channel that always routeing and processing without decompression while maintaining a human readable audit layer that stays server side for compliance and alignment. Now that i got it working 100% i dont know what to do with myself or it I have a working python package for testing What it needs now is traction it could save large companies millions a year in lower bandwidth higher throuhput and decreasce latency while staying compliant. I would gladly partner with someone out there that can navigate this world </p> <p><a href="https://github.com/hendrixx-cnc/AURA/tree/main/AURA-main" rel="noopener noreferrer">https://github.com/hendrixx-cnc/AURA/tree/main/AURA-main</a> </p> <p>the patent is there and a python package if you think theres any potentiial I image healthcare financial governmentsector sthe audit layer next up DB look up on store dad comressed data </p> showdev ai performance architecture