Blog ยท TRINITYEvery article is published on this domain before anywhere else, with its receipts and with what it does not settle stated in the text.https://t27.ai/blog/2026-08-12T00:00:00ZDmitrii Vasilevadmin@t27.aiSixteen defects fixed, zero of them reached the consumerhttps://t27.ai/blog/a-repair-reaches-only-the-copy-it-lands-in/2026-08-12T00:00:00Z2026-08-12T00:00:00ZTwo repositories carried the same six files under the same names. Repairing one changed nothing downstream, and no instrument in either could report why โ because each copy compiles entirely on its own.A green CI does not mean the library builds for youhttps://t27.ai/blog/green-ci-does-not-mean-usable/2026-08-11T00:00:00Z2026-08-11T00:00:00ZA Zig package with passing CI could not be compiled by any consumer. Lazy analysis means a test run proves only what the tests happen to touch โ one line exposed five hidden errors in one package, and sixteen in the package under it.The scale field does not need eight bits, and we were not the first to say sohttps://t27.ai/blog/scale-field-width-already-published/2026-08-11T00:00:00Z2026-08-11T00:00:00ZFour bits cover the shared scale on every checkpoint measured -- bit-identical to E8M0, zero blocks truncated out of 20,462,464. The observation was published first by someone else; what is ours is the proof around it, and the constant does not survive contact with activations.Gigabit Ethernet on Artix-7 without a vendor toolchainhttps://t27.ai/blog/open-gigabit-ethernet-artix7/2026-08-09T00:00:00Z2026-08-09T00:00:00ZRGMII at gigabit through Yosys, nextpnr-xilinx and Project X-Ray with no vendor tools โ the six blockers that had to be patched, the one still open, and what the workaround costs.