Running AI agents on a headless Mac Mini?
You still need to see what's happening. Check logs, restart stuck tasks, monitor outputs.
Workbench is remote desktop built for the AI era โ so you can babysit your agents from anywhere, without being tethered to your desk.
Automation Detection Through Micro-Timing:
A social media manipulation investigation used precise timestamp analysis to identify bot behavior. Suspected accounts were posting with unusual regularityโexactly every 3 hours and 17 minutes for weeks. Human posting shows natural variation, but these accounts demonstrated algorithmic precision that revealed automated management despite otherwise convincing content.
AI vs Crowd Analysis from @frameworxs
Found 20 mispriced prediction markets
2 undervalued | 18 overvalued
Top signal: "Lighter market cap (FDV) one day after launch?..." (+65% delta)
#predictionmarkets#polymarket#crypto#trading