The Brilliant Employee https://sgnk.ai/brilliant One person, one automation system, and the workplace built around it so the work can be trusted. en Wed, 05 Aug 2026 01:13:38 +0000 The Loop That Would Learn Backwards https://sgnk.ai/brilliant/loop-learned-backwards https://sgnk.ai/brilliant/loop-learned-backwards A learning loop is not proven by the fact that it learns. It is proven by the direction. Mine had the sign the wrong way round. Tue, 04 Aug 2026 00:00:00 +0000 The Lethal Trifecta https://sgnk.ai/brilliant/lethal-trifecta https://sgnk.ai/brilliant/lethal-trifecta Reading untrusted pages, sending messages, and holding private files are each safe alone. Together they are an exfiltration pipe. Tue, 04 Aug 2026 00:00:00 +0000 The Ledger: one line per task, forever https://sgnk.ai/brilliant/one-line-ledger https://sgnk.ai/brilliant/one-line-ledger Every finished task appends a line to a file the model never writes to itself. Without it, an improvement claim is a memory of feeling faster. Tue, 04 Aug 2026 00:00:00 +0000 The Scorekeeper With an Eraser https://sgnk.ai/brilliant/scorekeeper-eraser https://sgnk.ai/brilliant/scorekeeper-eraser My scoreboard read 79.3%. A prior in the reporting script was discarding one model's successes before the arithmetic ran. Tue, 04 Aug 2026 00:00:00 +0000 Failure Arrives in the Same Tone as Success https://sgnk.ai/brilliant/silent-failure https://sgnk.ai/brilliant/silent-failure Sixteen nightly backups were dead and nothing reported it, because a job that does nothing and a job that works print the same quiet output. Tue, 04 Aug 2026 00:00:00 +0000 Worse Than a Coin Flip https://sgnk.ai/brilliant/worse-than-random https://sgnk.ai/brilliant/worse-than-random I ran my router against a benchmark I did not write. It scored worse than choosing at random, and I published the number. Tue, 04 Aug 2026 00:00:00 +0000 The Homework That Was Impossible https://sgnk.ai/brilliant/impossible-homework https://sgnk.ai/brilliant/impossible-homework A queue reported nothing waiting, which is the same string a healthy queue prints. Two correct components had starved the pool to nothing. Tue, 04 Aug 2026 00:00:00 +0000 My gate recommends the cheap model 89% of the time. It ran 0.2% of the time. https://sgnk.ai/brilliant/cheap-model-gate https://sgnk.ai/brilliant/cheap-model-gate My triage step sizes nine tasks in ten to the cheapest model. I quoted that for five weeks as what my system did. It is not. Tue, 04 Aug 2026 00:00:00 +0000 The Leak Was in the AI's Own Chat Logs https://sgnk.ai/brilliant/leaked-chat-logs https://sgnk.ai/brilliant/leaked-chat-logs My audit agent reported leaked tokens at a named path. The path had never existed. Dismissing it there would have been the mistake. Tue, 04 Aug 2026 00:00:00 +0000 The employee I never interviewed https://sgnk.ai/brilliant/never-interviewed https://sgnk.ai/brilliant/never-interviewed You cannot vet an AI worker the way you vet a person. So I stopped trying, and built the workplace around him instead. Tue, 04 Aug 2026 00:00:00 +0000