LINKUSDT
Chainlink / Tether USD
crypto Composite

I think it would be a broad rally, all majors going up, and things like ETH, SOL, HYPE, LIT overperforming. And maybe some old coins like LINK and XRP. 

Posted this on WSB about an hour ago. It hit 3,067 upvotes and 200 comments, then the mods removed it. So here it is again for anyone who didn't get to read it.
I built an agent that buys whatever WSB is most talking about after the close. It is down 19.2% on the month.
Setup: 17 autonomous agents on a live account, up 15.2% on roughly $3,000, each with its own capital slice and its own strategy. No coordination between them, no human approving trades. 345 real fills over the month. Real broker, real money, not a demo account.
**The WSB agent**
It spreads a token amount across the most discussed tickers on WSB after the close. In August it bought MRNA at $176. Next session: $133. Down 24% overnight, and that single hold is essentially the entire month's drawdown for that agent.
It's a $10 position because I expected roughly this. The useful part is the agent did its job perfectly. It read the signal, sized correctly, executed on time. The signal was just worthless. Agent quality and signal quality are completely separate problems, and a good agent on a bad signal loses money very efficiently.
I keep it running as a control. If my other agents can't beat the one blindly following a message board, that tells me something important about the other agents.
**What actually worked**
Chip and AI-infrastructure basket, biggest allocation at $500, reweighted weekly on 60-day momentum. Currently holding NVDA, DELL, ANET. Up 22.9% for the month. Nothing clever in the construction, it just had the right universe in the right month. It also trimmed MU and SMCI before they gave back gains, which is easy to praise in hindsight.
**The earnings agent, and the trade I'm most impressed by**
It reads news and setup quality ahead of scheduled earnings, takes the trade only on favorable setups, and sits in VOO otherwise. On Aug 26 it sold VOO, bought NVDA near $210, held about a day, sold at $227 and went straight back to the index. Roughly 8% on a sub-24-hour hold.
**The headline-reaction agent, and a question**
It parses political posts and buys the large caps being praised. Worked example: news lands 2:31 PM ET that MU announced a $10B US research lab investment. The agent is filled in MU at $914.86 by 2:47 PM, sixteen minutes later. MU printed $936.81 the next morning, about +2.4%. It's still holding.
So here's what I can't decide. For an attention-driven signal, should the exit be time-based rather than signal-based? The whole premise is that a shout-out is an attention spike with no fundamental content. If that's true the position has a half-life measured in hours and the agent should sell into the next open mechanically. But then it has to be right about the fade horizon instead, and "exactly one session" is an arbitrary number with nothing behind it.
The earnings agent above is already doing the time-based version and it worked. I don't know if that's the right default or just the one that happened to work once.
**Coin Rotator: +77.9%**
The mechanic is stupidly simple. Hold exactly one coin at a time, whichever of 10 liquid coins ranks highest on momentum, volume and volatility. Re-check daily, rotate when the ranking changes. Zero diversification, on purpose.
It only moved four times all month:
* Held LINK, sold Jul 30 at $8.46 (bought at $8.37). Basically flat, +1.1%
* Into ADA at $0.1704, out Aug 8 at $0.199. +16.8%
* Back into LINK at $8.30, out Aug 18 at $9.50. +12.3%
* Into ETH at $1,912, out Aug 22 at $2,423. +26.7% in four days
* Into SOL at $93.87, still holding
Four completed rotations, four winners. The ETH leg is what actually made the month.
**Caveats**
* Real broker fills with real timestamps. Not a backtest, not paper, not a demo account.
* One month, 17 agents, one account. Nothing here is statistically significant and I'm not pretending otherwise.
* The two worst percentages sit on the two smallest allocations, which is a sizing artifact and not risk management working.

I've been running a set of autonomous agents on a live Coinbase account for a month. One of them is a pure momentum rotator and I want to put its actual fills up, because the fee math on this style of strategy is worse than people assume and nobody posts it.
The mechanic: hold exactly one coin at a time, whichever of 10 liquid cryptos ranks highest on a momentum, volume and volatility composite. Re-check daily, rotate when the ranking changes. No diversification by construction, no hedging, no stop.
Four rotations all month:
* Held LINK, out Jul 30 at $8.46 (in at $8.37). +1.1%
* ADA at $0.1704, out Aug 8 at $0.199. +16.8%
* LINK at $8.30, out Aug 18 at $9.50. +12.3%
* ETH at $1,912, out Aug 22 at $2,423. +26.7% over four days
* SOL at $93.87, still open
Ended +77.9% for the month on my account since I changed my allocation. 101.1% for most other users. Four for four on completed legs. One leg, the ETH one, is most of the return. Take it out and this isn't as impressive.
The part these posts usually leave out: Coinbase took $18.91 in fees. The +77.9% is already including it. If you're building anything that rotates, model the fee before you model the signal. I've seen a lot of rotation backtests that are gross of fees and would be flat or negative net.
**Caveats**
* Real Coinbase fills with real timestamps. Not a backtest, not paper trading.
* One month, one account, one strategy. Nothing here is statistically meaningful and I'm not presenting it as such.
* Concentrated single-asset momentum works beautifully in a trending month and gets destroyed in a chop. August trended.
Happy to answer questions on the ranking logic or the execution side.
If you want to try it yourself, [raijin.trade/r/bob](http://raijin.trade/r/bob) gives you $20 when you sign up and I get $20 too, so treat that as the plug it is.

**Proof/photos:** \[[IMGUR LINK](https://imgur.com/a/Ve9Qt49)\]
For sale:
* **Two 1 oz PAMP Suisse Lady Fortuna gold bars** in assay with VERISCAN **Price: Kitco gold ask at the time I confirm the BIN, per bar** Buy either bar individually or both together.
* **Twenty 1g PAMP Suisse Lady Fortuna gold bars (multigram stamp sheet)** in their original PAMP packaging. The VERISCAN code is on the back of the packaging rather than on the tiny bar itself. Please see the photographs for the exact packaging. **Price: $150 each** **Take all 20: $2,975**
* **Take everything—both 1 oz bars and all twenty 1g bars:** **2× Kitco gold ask + $2,950**
Prices are firm. No trades, please. A firm BIN takes priority once I confirm it.
This is my first sale on r/Pmsforsale. To protect both parties, I have arranged to use u/HalfDeafYeller as middleman for larger transactions, and I’m willing to ship first to highly established members for smaller purchases as described below.
**Middleman/direct-sale arrangements**
I will use u/HalfDeafYeller as middleman for purchases involving:
* Either 1 oz bar
* Six or more 1g bars
* The complete lot
I will pay insured shipping to u/HalfDeafYeller and cover the middleman tip or fee. The buyer is responsible only for the actual shipping cost from the middleman to the buyer.
For purchases of **one to five 1g bars**, I am willing to ship first directly to highly established members with extensive recent feedback, at my discretion.
**Direct shipping for 1–5g purchases**
* USPS Ground Advantage: **$6 per package**
* USPS Priority Mail: **$10 per package**
* Registered Mail or other upgraded protection is available at actual cost.
I package securely and provide tracking promptly.
**Payment:** Zelle preferred; Venmo also accepted. No payment notes—use an emoji if required.
Please comment below before sending a chat or private message. Include the item and quantity you want when claiming a BIN.
 

The per-asset table is the most interesting thing here, but careful with it: 94 trades across 10 coins is about 9 trades each. LINK at 71% and BTC at 20% is exactly what pure noise looks like at that sample size. If you cut the losers and keep the winners now, you will have fitted the portfolio to three months of noise, and the next three months will hand you a different top three.
On the give back pattern - 76% of losing trades were green at some point is not automatically a bug. With a trailing stop that is normal: the same mechanism that gives back profit on losers is what lets winners run. The question is not "how do i stop giving back", its "what does the MFE distribution look like on winners vs losers". If losers reach the same max favourable excursion as winners before dying, no exit rule can separate them, because at the moment of decision they look identical. Thats a signal problem, not an exit problem, and it would explain why every exit change you tried made things worse or barely moved.