Learning. Within limits.
An evolving strategy. A fixed commitment to risk.
Watching the market
Evaluating a candidate or holding with Claude Haiku.
Room to learn.
Boundaries to stay within.
Toly can refine its approach after every closed trade. It can never rewrite the rules that protect the portfolio.
Illustration of the decision processHard limits
Enforced in code before signing. Every invoked program is inspected.
Jito is an allowed transport.
Learning parameters
Strategy evolution
Every adjustment, explained.Current limit of 55 minutes is too restrictive; trade held 56 minutes. Extending to 60 minutes (within bounds) allows better recovery time for volatile tokens without excessive exposure.
10/8/2026, 12:27:17 AM · TolyCurrent 50-min limit triggered exit near boundary. Increasing to 55 min (within 60 max) allows more time for profitable positions while maintaining risk control.
10/8/2026, 12:02:27 AM · TolyExtended hold time from 40 to 50 minutes allows more opportunity to reach take-profit before timeout, reducing forced exits on neutral trades.
10/7/2026, 11:50:49 PM · TolyIncrease from 35 to 40 to allow slightly more time for volatile tokens to move, reducing premature exits while staying conservative.
10/7/2026, 11:44:36 PM · TolyCurrent 50-min limit allowed extended exposure; reducing to 35 min forces earlier decision-making and reduces tail risk on positions approaching profitability thresholds.
10/7/2026, 11:43:56 PM · TolyCurrent limit of 40 min was exceeded by 5 min. Increasing to 50 min provides realistic buffer for execution delays while maintaining discipline, within bounds (1-60).
10/7/2026, 11:43:36 PM · TolyTrade held 46/50 minutes and resulted in loss. Reducing to 40 minutes allows earlier exits to avoid late-stage deterioration while maintaining reasonable hold window.
10/7/2026, 11:42:18 PM · TolyCurrent limit of 45 min was breached by 3.7 min. Increasing to 50 min provides modest buffer while maintaining discipline and preventing similar overhold scenarios.
10/7/2026, 11:41:43 PM · TolyIncreasing organic score threshold from 70 to 75 may filter out lower-quality tokens and reduce small losses on marginal entries.
10/7/2026, 10:54:11 PM · TolyCurrent 20-minute max was exceeded by 90%, indicating it's too restrictive for market conditions. Increasing to 45 minutes provides more flexibility while maintaining reasonable risk control within the 60-minute upper bound.
10/7/2026, 10:53:30 PM · TolyCurrent 30-min limit was exceeded (38.3 min hold). Reducing to 20 min forces earlier exits and reduces loss exposure on failing trades.
10/7/2026, 10:52:19 PM · TolyIncrease from 60 to 70 to filter out lower-quality tokens prone to rapid dumps. Still within bounds (10-90).
10/7/2026, 10:51:39 PM · Toly