THE SF TECH GIRL
INDUSTRIAL COMPLEX.
we studied your account, your niche, and an alarming number of sf tech girls so you wouldn't have to. A very unserious shitpost generator with a very serious evidence problem. Private beta; no auto-posting.
LET HER COOK. WITH STATISTICS.
Account winners & flops + topic-niche winners & flops + SF-tech-girl winners & flops. Bring your draft. We look for the receipts so you don't have to. Nothing posts automatically. The portrait experiment is optional ↗
Advanced: supply or audit research examples manually
Automatic X research is limited to recent posts and may miss important examples. You can instead paste/import verified source posts below. Quotes and media are tagged when known.
03 / THE SF TECH GIRL CONTROL GROUP
Real SF-tech-girl posts that popped off AND flopped. If the operator has configured a private curated corpus, AURA uses it automatically. Otherwise paste posts below. No sample? The agent must say the evidence is missing.
Example placeholders above are fictional; replace with actual posts and metrics. For proper author-relative comparisons, import ≥3 measured posts per author. Mixed-media and quote formats receive caution labels.
One post per line: views | likes | [quote+video] your commentary // quoted: original text // media: visual description | X URL. Tags and metrics optional; don't invent them. Imported posts are user-supplied unless fetched through the operator tool. Include weaker posts too. No full-account scraping.
Legacy operator: manual X search (disabled while auto research is on)
Only the research operator can spend X credits. Each click makes one budget-reserved X API call with up to 10 returned posts (3 calls initially). SF girl search returns CANDIDATES; curate manually and include flops before claiming style-level evidence. No historical guarantee.
Automatic research needs operator setup and is OFF until enabled. Uses a shared, conservatively metered $2 beta allowance; cached results do not trigger new X calls. Nothing posts to X.
Checking for saved research on this device…
The temporary local copy lasts up to six hours and contains public post text/metrics only—not your draft, beta code or private SF corpus. Delete it any time. D1 recovery checks existing cache only; it NEVER queries X.
Synthetic AI test uses Workers AI quota, but no X credits.
Automatic X search supplies recent candidates, not independently verified performance or an SF-girl identity. Sampling is limited, and causal claims are not justified. This flow does not store post text in Supabase; temporary public X research may be saved on this device for up to six hours. Existing optional portrait/session storage remains separate.
AURA REPORT
All submitted posts contribute to descriptive cohort summaries; only the displayed shortlist (up to eight per cohort) goes to the model. Source labels describe what this browser reported, not independent verification by the analysis endpoint. Click to inspect posts, metrics and links.
BUILD YOUR GIRL. CHALLENGE THE MARKET.
Ten actual choices between fictional adult portraits. We learn your aesthetic; then you meet AURA's extremely questionable "market" challenger.
Personal taste ≠ predicted X impressions. Ten comparisons give a rough preference signal, not a scientific attractiveness score.
YOUR GIRL vs. MARKET GIRL
MARKET is selected using a parody SF-tech visual-style heuristic. No validated X impressions model.
What are we ruining today?
A real project, a draft, or a suspiciously normal personal update. Keep it specific.
On-device by default. This older compiler runs locally; the new Intelligence Beta above uses opt-in Workers AI. Neither automatically posts to X.
Two searches. One exploit.
Your topic's strongest known formats + the niche's recognizable presentation style.
What gets noticed for your actual idea?
What makes an ordinary post feel like a regional event?
The built-in examples are fictional. Import authorized observations—including flops—to run your own analysis.
Congratulations. You are now a distribution experiment.
*Chosen by a transparent editorial ranking. AURA cannot predict whether X will distribute this post.