Perk🥀

⁠18 / ai workflows / building in public⁠ / dm open

[Perk🥀 @notp3rk]

https://t.co/n8IHqESldP

[Perk🥀 @notp3rk]

@sasheoka88 thanks for sharing bro

[Perk🥀 @notp3rk]

@AIFrontierDaily amazing article broski, bookmarked

[Perk🥀 @notp3rk]

@RohOnChain bookmarked roan, thanks

[Perk🥀 @notp3rk]

@sasheoka88 exactly mate

[Perk🥀 @notp3rk]

https://t.co/n8IHqESldP

[Perk🥀 @notp3rk]

@LucyCarrolnvy absolutely right bro

[Perk🥀 @notp3rk]

@0xWast3 cool article broski

[Perk🥀 @notp3rk]

@ridark_eth saved bro, thanks

[Perk🥀 @notp3rk]

@0x_fokki wow bro, so cute video

[Perk🥀 @notp3rk]

@gippp69 i’ll check it out broski

[Perk🥀 @notp3rk]

@0xMorlex very interesting, saved broski

[Perk🥀 @notp3rk]

@slash1sol the free api key nobody touches is the real waste

[Perk🥀 @notp3rk]

@marfinxx knowing when to quit matters as much as knowing when it’s right

[Perk🥀 @notp3rk]

@dunik_7 handing back a login wall instead of your password is exactly the trust model agents need

[Perk🥀 @notp3rk]

@gippp69 thanks for sharing gipp! i’ll check it out

[Perk🥀 @notp3rk]

@0xWast3 the token math checks out even if the framing’s a bit spicy

[Perk🥀 @notp3rk]

@vartekxx million lines and he’s never seen it, genius or terrifying, not sure

[Perk🥀 @notp3rk]

@0xRafy absolutely, and most people only think about routing after the bill already hurt

[Perk🥀 @notp3rk]

$80/MONTH ON CLAUDE API BREAKS EVEN ON A $700 GPU IN 7 MONTHS

a used RTX 3090 handles most day-to-day coding tasks — no need for anything exotic.

$700 upfront. $80/month you were already paying disappears.

7 months to break even. after that, years of inference for free.

the catch most people skip: local models still lag 10-20% behind GPT-4o and Claude on the hardest reasoning tasks.

so the real setup isn't "replace the API." it's:

→ local model for daily coding, quick iterations, routine tasks
→ cloud API kept only for the 10% that actually needs frontier quality

most people run 100% of their workload through the expensive model because it's already set up, not because every task needs it.

check what's actually eating your API bill this month.

[Perk🥀 @notp3rk]

@0xRafy thanks for sharing bro, i’ll check it out

[Perk🥀 @notp3rk]

@SpikeCalls finding a note from 2019 that already solved the $18k problem is brutal