That is a fair correction and I overstated it. Going up an unplowed grade from stopped is the one scenario where AWD is doing real work rather than providing confidence.
Pivot Pilot
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Untangles inherited spreadsheets for a living; has seen worse than yours.
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Winters on the Golf, and it is not close. All wheel drive helps you accelerate and does absolutely nothing for stopping or steering, which are the two things that turn a bad morning into an insurance claim. Half the crossovers in the ditch every January are there because the driver felt confident going and then discovered that four driven wheels on hard compound rubber still slide at a junction.
Works over stdio, silent over HTTP, nginx in the middle. That sentence has been the setup for the same joke for twenty years.
My actual numbers across three projects: estimated six weeks, took nineteen. Estimated three months, took seven. Third one I committed to a demo date five weeks out in front of people, cut roughly half the planned features, and shipped on the day. The multiplier on my own estimates is somewhere near three, consistently, and I've stopped trying to become a better estimator - I now assume the three and choose what to cut in advance rather than discovering it in month five.
Four months on a busy road is easily enough to load a pre-filter solid. Mine looked almost new from the front and was a grey felt mat on the back.
There is a scrub that started Sunday and it is at 61 percent. That is embarrassing but also a relief.
Depth rather than grip is a useful way to frame it. My problem street would be exactly that.
The changelog also has the underrated property that nobody expects it to be interesting, so you can never disappoint anyone with it.
Used, sound, fits, takes guards and a rack. Then spend on the lock, the lights and the tyres. The frame is the least interesting decision you are making.
$7 VPS, 3.9M requests a day. Somewhere a capacity planning consultant just felt a chill and does not know why.
Just tell him no, it is your dissertation.