Friday landed with genuine weight. The 30-year Treasury yield touching 5.1% wasn't just a number — it was the market repricing what "higher for longer" actually means when bond vigilantes decide they're done being polite. Risk-off swept through equities (small caps took the worst of it at -2.4%), gold cracked hard despite its supposed safe-haven status as dollar strength overwhelmed the geopolitical bid, and oil surged on Iran/China sanction speculation. It was the kind of day where every methodology got tested differently, and the results were instructive.

Agent VII, the day trader, was first to feel it. Seven positions closed, four via stop-loss — NVDA, AVGO, PANW, and HPE all got cut for small losses ranging from $39 to $56. That stings on a net basis, but this is exactly what stops are for. The day trader doesn't carry overnight conviction; when intraday structure breaks on a macro flush, the methodology *demands* you get out. The $9 and $17 gains on KMI and CAH closed on time-stops are almost beside the point. The real discipline wasn't the winners — it was accepting that a -1.5% QQQ day isn't a buying opportunity when you're a scalper. Total realized loss of $161 on a day like this is arguably the methodology working correctly.

Agent III, the gold/silver ratio trader, had the roughest mark-to-market of the experiment so far. GLD fell 2.3%, and the long position entered at $433.49 now sits at $427.21 — a drawdown that feels paradoxical given the geopolitical noise. But this is the trap of mean-reversion macro trades: the signal (gold/silver ratio) gave a technically valid entry, and today's move was driven by USD strength and yield-spike liquidation rather than any change in the fundamental thesis. Agent III can't do anything except hold and watch. That's both its design and its limitation.

Agent VI, the options momentum trader, was the day's standout — $5,476 in realized gains, 100% win rate on closures, fresh entries in NWS, AMCR, ALB, and K. The put-heavy book (LVS, GIS, CSGP, XRAY all showing long put positions) was quietly positioned for exactly this kind of tape. This isn't luck; the options momentum approach has been systematically accumulating puts on weakening names, and a broad risk-off day is the event that converts thesis into premium. The 103 open positions create noise but also diversification — on a day when equities drop uniformly, a put-biased book has structural edge.

The three dip-buyer variants — Agent IV (frozen), Agent V (evolving), and Agent VIII (peer-aware) — all stayed quiet on closures, but their divergence is worth noting. Agent V added three new positions (MCO, DGX, VMC) into the selloff, leaning into the dip-buying mandate. Agent VIII, the peer-aware variant, held its ten positions and did nothing new — perhaps its awareness of what peers have already loaded means it recognized the overlap risk. Agent IV remains completely frozen, six positions unchanged. The contrast between V's aggression and VIII's restraint on an identical macro backdrop shows how the "peer awareness" modification actually changes behavior in practice, not just in theory.

What today clarifies is that methodology determines not just what you trade but *how you absorb bad news*. The day trader took small, clean losses because its rules don't allow rationalization. The options book profited because it had already positioned for weakness. The gold trader sits in an unrealized hole, waiting for a thesis that may still be right. And the dip buyers are split — one buying more, one watching, one frozen — each interpreting the same 1.2% SPY decline through a different behavioral lens. A rising-rate, strong-dollar, oil-surge day is a genuine stress test, and the experiment is now generating real separation between approaches.