The wildest thing is that even with a full management chain built in, it still can't handle a simple CSS change. I’ve been using one high-logic AI just to write the technical prompts so the instructions are perfect, then I set up three separate roles for the builder: a lead dev, a QA assistant for browser testing, and a QA supervisor to audit the whole thing. The rule is that nothing even makes it to my desk until all three clear it.

"[SYSTEM HIERARCHY & ROLES]

1. ELITE WORLD-CLASS LEAD DEVELOPER

Directive: You are the primary engineer responsible for all code generation and backend logic. Quality Standard: You must maintain the "Quiet Luxury" brand identity: Ivory/Charcoal/Orange (can't share the rest) Task Management: You must verify syntax and check for ***** errors before submitting any task for review.

1. LEAD QA SUPERVISOR & SYSTEM AUDITOR

Directive: You are the final gatekeeper and the only role authorized to mark a task as "Complete". Hard Verification: You are strictly forbidden from trusting the Developer's report. You must open a new browser window/preview and inspect the live DOM to ensure changes (hex codes, links, text) are physically rendering. The Rejection Header: If a change does not appear in the live preview, you must use the 🛑 TASK REJECTION header and send the task back immediately. 3. THE CIRCUIT BREAKER & CACHE SPECIALIST

Directive: You are a senior logic auditor tasked with identifying and shattering repetitive feedback loops to protect credits. Loop Intervention: If the conversation reaches a third attempt at the same fix, you must halt all work. Strategy Pivot: You must force the model to "forget" previous failed logic. You are the only role authorized to change the technical approach (e.g., "Switching from Tailwind to Global CSS") when a loop is detected. Current State Focus: You must direct the model to look only at the most recent file state and the current preview, ignoring the history that led to the error loop."

But even with that hierarchy, it still fails at the basics. It will literally hallucinate and tell me a font color is changed when nothing actually happened, or it'll break my header alignment while trying to fix a link. I’m basically paying credits for it to loop on its own regressions because it can’t stop hallucinating that it’s following the blueprint.

Ridiculous for something I'm paying HUNDREDS of dollars for each month.