Gipp 🦅(@gippp69):this is literally f**king insane i just wired JEV into my Picsart campaign graph so cheap decisions happen before expensive generations. Picsart handles the creative work across 188 models from 34 providers. JEV sits in front of each stage and decides whether to run, retry, reuse, or ask me. here's the loop: → JEV decides → Picsart generates → review checks the output → weak stage gets rerouted → approved work stays cached when the voice fails review, JEV can stop the retry, keep 5 finished stages, and rerun only the broken one. 11 decisions through JEV cost $0.0011 in this setup versus $0.33 through the LLM loop. jev decides. picsart generates. you judge.

2026.09.21 18:11

this is literally f**king insane i just wired JEV into my Picsart campaign graph so cheap decisions happen before expensive generations. Picsart handles the creative work across 188 models from 34 providers. JEV sits in front of each stage and decides whether to run, retry, reuse, or ask me. here's the loop: → JEV decides → Picsart generates → review checks the output → weak stage gets rerouted → approved work stays cached when the voice fails review, JEV can stop the retry, keep 5 finished stages, and rerun only the broken one. 11 decisions through JEV cost $0.0011 in this setup versus $0.33 through the LLM loop. jev decides. picsart generates. you judge.