I Had to Build What the Bumper Could SeeThe carrier’s chrome reflected my light card as a white rectangle. I moved the light to the wet road and rebuilt the shot around what the bumper saw. 1. The rectangle in the bumper With the card gone,9 min read·craftedbydaniel.hashnode.devSep 30
You Want Engineers Using AI on the Job. Why Turn It Off in the Interview?Forty-five minutes in, I'd walked through systems I built. The architecture, the integrations, the auth decisions, what broke in production and what I did about it. There are working products online w14 min read·craftedbydaniel.hashnode.devSep 20
Graceful Mathematical Degradation in an Estimation RouteA crew can measure a wall and still miss one number. The area is there. The openings are counted. The corners are entered. The run around the wall is blank because the capture missed it, or nobody pul8 min read·craftedbydaniel.hashnode.dev1Aug 18
Algorithmic Matching Without an LLMA recruiter opens a search result and sees a candidate at the top. The score says the match is strong. The card has to say why: the credential matched, the location fit, a production figure landed in13 min read·craftedbydaniel.hashnode.devAug 12
Negative Space Is a LabelA car mask can pass review and still teach the model to keep the wrong pixels. The outline looks clean. The bumper is inside. The wheels are inside. Then the trained network holds onto the dark patch12 min read·craftedbydaniel.hashnode.devAug 11