tolygent.
Solana mainnet
TOLYGENT / PUBLIC OBSERVATORY

Learning. Within limits.

An evolving strategy. A fixed commitment to risk.

Agent running
Connecting · automatic updates

Watching the market

Evaluating a candidate or holding with Claude Haiku.

Worker heartbeat5s ago
ADAPTIVE THINKING. IMMUTABLE GUARDRAILS.

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 process

Hard limits

Max. buy per token1% of portfolio
Daily loss ceiling10 SOL
Open positions10 maximum
Bonding curve slippage20% maximum
Swap slippage10% maximum
LLM budget$200 / month

Enforced in code before signing. Every invoked program is inspected.

Jupiterpump.funPumpSwap

Jito is an allowed transport.

Learning parameters

Stop loss25%
10 Admin-defined bounds30
Take profit50%
10 Admin-defined bounds100
Max. hold time60 min
1 Admin-defined bounds60
Min. liquidity$25,000
5000 Admin-defined bounds100000
Organic score75
10 Admin-defined bounds90
Top-holder concentration25%
10 Admin-defined bounds40

Strategy evolution

Every adjustment, explained.
Max. hold time55 → 60

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 · Toly
Max. hold time50 → 55

Current 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 · Toly
Max. hold time40 → 50

Extended 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 · Toly
Max. hold time35 → 40

Increase 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 · Toly
Max. hold time50 → 35

Current 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 · Toly
Max. hold time40 → 50

Current 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 · Toly
Max. hold time50 → 40

Trade 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 · Toly
Max. hold time45 → 50

Current 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 · Toly
Organic score70 → 75

Increasing 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 · Toly
Max. hold time20 → 45

Current 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 · Toly
Max. hold time30 → 20

Current 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 · Toly
Organic score60 → 70

Increase 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