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LiveUpdated 2026-09-22 12:21 UTC

this JEV + Picsart split is f**king insane for AI workflows

this JEV + Picsart split is f**king insane for AI workflows so i rebuilt one campaign around a simple rule: cheap…

This is a AI post classified by Jev as AI agents (a tutorial), kept by the AI Radar because it carries real work, not commentary.

this JEV + Picsart split is f**king insane for AI workflows so i rebuilt one campaign around a simple rule: cheap decisions happen before expensive generation. [here’s what’s actually happening:] 1. JEV sits in front of the stack and decides `allow_subagent`, `ask_human`, `stop_retry` or `reuse_cache` before anything expensive runs. 2. Picsart handles the heavy work across 188 models from 34 providers for image, video, audio and editing. 3. every output gets reviewed before the next expensive step is allowed to run. 4. if one stage fails, JEV keeps 5 finished stages cached and reruns onl

Posted by Gipp 🦅 (10.7k followers) 1 h ago · 33 likes · 672 views · view the original post on X. Kept by the AI Radar as AI agents.

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Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 41.4k posts from 5k X accounts over the last 14 days, 1.7k tools, 19 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-22 12:21 UTC. Full method.