That's one way to play. Personally, if I knew the GM was secretly adjusting the game much I'd feel dissatisfied. Why not just give me a sticker that says "You win!" if I'm always going to win anyway?
Though this does tie into a separate bugbear of mine: D&D makes it hard to reason about encounters because the stats are unbound and all over the place. You see four bandits rummaging through the wagon they stole. Do each of them have 8 hp, 16 hp, 32 hp, 64 hp? Who knows! Do they attack once or twice? Could go either way! That is not an innate property of RPGs, but it's very common in D&D, and I think leads to a lot of "oh this is going badly - let me fudge the stats". Both because the GM got the math wrong, and because the players assumed these were 8 HP bandits and they're actually "well you're 5th level the bandits should be tougher" level scaling bandits.