I used to treat crafting in PoE 2 like a slot machine: click, hope, regret, repeat. It's a fast way to drain your stash and still end up wearing junk. What changed for me was thinking in steps and pricing each step before I take it. If you're low on materials, even something as simple as topping up PoE 2 Currency can make the whole process feel less punishing, because you're not panic-crafting with your last few orbs.
1) Start with the base, not the dream
People love to talk about "god rolls," but your base item decides what's even possible. Item level matters. A low-ilvl base can't hit the top affixes, so you're basically paying for an outcome the game won't allow. Pick a base that actually fits your build, then grab a couple extra copies. You will brick some early attempts. Having backups keeps you calm, and calm crafting is cheaper crafting.
2) The magic stage is where you filter, not fix
This part is boring, and that's the point. Transmutes and Augments are your first gate. You're trying to land one useful prefix and one useful suffix, nothing fancy. If it rolls sideways, don't start bargaining with yourself. Vendor it or stash it for later, then move on. New players often burn currency "saving" a magic item that was never good. You'll get better results by cycling through more bases and only promoting the ones that already look promising.
3) Going rare: force one mod, then add pressure carefully
When you're ready to go rare, don't just slam and pray. Use Essences or other targeted options to lock in a stat you genuinely need—maybe a key resistance, a chunk of life, or a weapon damage line that your build can't function without. Then comes the tricky part: Regals and Exalts. Each added mod raises the ceiling, sure, but it also raises the chance you hit something dead. I like to set a stop point before I start. If the item has the core mod plus two or three strong supporting lines, I'm usually done.
4) Omens, runes, and knowing when to quit
Omens and similar tools are best treated like emergency brakes, not everyday fuel. Save them for items that already have a real foundation. Same with sockets, quality, and runes—leave the polish until you've decided the item is staying. Runes are great for patching holes: a missing bit of cold res, a small damage bump, that kind of thing. And if you're stuck because you're short on crafting materials, using U4GM to pick up currency or items can help you keep momentum without turning every craft into an all-or-nothing gamble.