Week 5 of letting an AI agent trade ZEC: beat BTC, lost to just holding ZEC

Week 5 of letting an AI agent trade ZEC: beat BTC, lost to just holding ZEC

Running a trend-following agent (EMA 12/26, 4h) on ZEC with $500 of simulated money.

After five weeks: +9.45%, max drawdown 6.84%, 7 closed trades plus one open short, fees about $0.52. For reference, BTC is up roughly 4% over the same period.

It only puts about 20% of the account into each trade, so most of the capital sits in cash by design. On that roughly $100 per trade, the agent made about $46 (including the open short). Holding $100 of ZEC over the same stretch would have made about $26. Measured against the full $500, simply holding ZEC (up roughly 26%) would have beaten it. Position size is adjustable, so a more aggressive setting would change these numbers a lot, in both directions.

Small sample, simulated money. I’ll keep tracking it.

u/ruby-cos — 7 days ago
▲ 14 r/binance+1 crossposts

DCA'ing $25 into BTC every day for 60 days: Day 41

Current performance: +6.55%

Since late August I've been buying $25 of BTC every day. My first buy was around $78K (check this against your day-1 fill), my average entry is now about $80.7K, and BTC is trading around $86K.

I don't know how to pick bottoms and tops, so I DCA. The amount is small, but making a profit beats doing nothing, right? Small gains, no greed. That's the mindset that keeps you alive in this market long term.

Anyone else running a DCA plan right now?

u/ruby-cos — 9 days ago

WARNING! A job scam that pays you real money before trying to install malware

I saw a tweet from a project called Orakuru looking for a community moderator. Applied through their site like normal. About a week later I got a DM from their official account. We talked through my past community management experience for most of one evening.

Something about it felt off though, so I checked their Twitter account's history. Turns out they'd changed their username 12 times, previously going by AuraPad, LumaPad, and a few others. I also found people online already calling AuraPad a scam. At that point I was sure this wasn't a real project.

Then he said he wanted to hop on a call to talk salary and sent me a Calendly link to book a time. Here's where it got interesting. I expected the classic move: a fake Zoom link sent right before the call that installs something the moment you click it. That didn't happen. Instead he asked me to create the Google Meet link myself. Smart move on his part: a real link I generated myself gives nothing to flag.

On the call he offered $650/month and said he'd send $100 USDT upfront as a "pre-payment." I actually received it. Real money, in my wallet.

Then came the actual play. He kept pushing me to share my screen so he could "walk me through a verification step" to confirm I'd received the payment. I was already sure this was a scam by then, so I didn't share my screen. He noticed I was hesitant and sent me a link to their own website to do it myself instead.

A "Confirm Payment Receipt" page asking for my employee ID and wallet address, with a big "Confirm Payment Received" button. After clicking through: a fake "Verify you are human" Cloudflare page, telling me to press Cmd+Space, open Terminal, paste, and hit enter.

That's called ClickFix, a fake CAPTCHA that tricks you into opening your own terminal and running whatever's sitting in your clipboard, which is malware. It's been documented by security researchers for a while now, and it's spreading fast through crypto hiring scams specifically because there's nothing to download. You do it to yourself.

I called him out directly, told him I knew exactly what this was, and asked for his wallet address so I could send the $100 back. Didn't want anything connected to it. Sent it back and hung up.

The part that actually got me wasn't the malware, that part's old news. It was how much effort went into making the early steps feel real: an official account DMing me, a normal conversation, a Google Meet link I created myself, and actual money landing in my wallet before the ask. If I hadn't already known the terminal trick, I probably would have run it.

If anyone's currently talking to "Orakuru," or anything following this exact pattern, hope this saves you the trouble.

reddit.com
u/ruby-cos — 24 days ago

Does the CLARITY Act actually help regular users like us?

I don't want it to pass. Every version of "clarity" being sold right now just means banks and politicians get a permanent, legal seat at the table for something that was built specifically so they wouldn't need one.

The math on the bill is bad for Democrats no matter what happens, if it passes, Republicans get credit from the crypto industry, if it fails, Republicans just blame whichever Democrats voted it down. Either way, this isn't really about protecting users. It's about which party gets to hold the crypto industry's money and votes.

And then Hunter Biden launched $LAPTOP one week before the vote, right when both parties are fighting over money and votes. Was it just a cash grab? A political move? Did he know something the rest of us didn't? I don't know. But it's one more reminder that when politics and crypto mix, the people involved usually aren't thinking about the people actually holding the asset.

This is exactly why I'd rather this bill fail. Not because I think crypto shouldn't have any rules, but because "clarity" written by the same people running this money fight isn't going to be clarity for me. It's going to be clarity for them.

reddit.com
u/ruby-cos — 1 month ago

Robinhood Chain Launch Leaves Most Fomo Traders in Losses

Among the 375,740 users who participated in Meme coin trading on the Robinhood Chain FOMO platform since its launch, 95.2% experienced losses or profits below $100. Only 229 users profited over $10,000, accounting for 0.06%, 653 users profited over $5,000, accounting for 0.17%.

This data reflects a high concentration of profits in Meme coin trading, with most retail participants failing to achieve significant gains.

That’s not trading. It’s gambling.

u/ruby-cos — 1 month ago

Willy Woo Says Bitcoin May Ditch the Halving Cycle and Switch to a 6-8 Year TradFi Cycle

The more analysts I read, the less willing I am to trade. It's not that their arguments are unreasonable; each analyst's reasoning is complete and their logic self-consistent, but when combined, they create a bunch of contradictory "this time is different" statements.

Sometimes I feel that spending less time on crypto Twitter might be more useful than reading ten more on-chain analysis reports.

finance.yahoo.com
u/ruby-cos — 1 month ago
▲ 10 r/binance

Day 5 of my daily BTC buying plan

I started a small-scale daily BTC buying plan a few days ago so I wouldn't miss the next bull run. Nothing special, just letting it run in the background.

A question for those more experienced than me: Are the fees for auto DCA higher than manual buying? I haven't researched it in detail yet. Even if I find out the fees are higher in the end, I'll still stick to it because I'm lazy, and I'll definitely forget about manual buying hahaha.

u/ruby-cos — 1 month ago

Michael Saylor shares the Saylor tracker and hints at a potential $BTC purchase: “We’re ₿ack.”

https://x.com/saylor/status/2094033266906955896

Based on past patterns, Strategy typically discloses its increased Bitcoin holdings the day after the relevant news is released. Strategy's most recent disclosure of increased Bitcoin holdings was on June 22, 2026, and it hasn't released any Bitcoin Tracker related information in the last two weeks.

Will we see Strategy's first Bitcoin purchase of Q3 soon?

u/ruby-cos — 2 months ago
▲ 118 r/Bitcoin

Michael Saylor shares the Saylor tracker and hints at a potential $BTC purchase: “We’re ₿ack.”

Based on past patterns, Strategy typically discloses its increased Bitcoin holdings the day after the relevant news is released. Strategy's most recent disclosure of increased Bitcoin holdings was on June 22, 2026, and it hasn't released any Bitcoin Tracker related information in the last two weeks.

Will we see Strategy's first Bitcoin purchase of Q3 soon?

x.com
u/ruby-cos — 2 months ago
▲ 9 r/BitcoinQRCodeMaker+2 crossposts

Looks like BTC is turning from a bounce into a real reversal

I expected this bounce to stop around 70k. But it went much higher and kept going. I thought there would be one more drop before this cycle really hit bottom. After watching the data for a week, I changed my mind. For the past few days, I've mostly just been watching the MVRV Z-Score.

In the past, bull market tops always pushed this indicator into the red zone. And bear market bottoms always pushed it into the green zone. Last cycle broke that pattern completely. The top happened without ever touching red. In June, we got close to green, near zero, but never fully reached it either. If the last top happened without touching red, why can't this bottom start a new upward move without touching green? My guess is that as Bitcoin's market gets bigger, these swings get smaller each cycle.

There's also a pattern in how this indicator moves when the market changes from bear to bull. It usually goes almost straight up, then moves sideways for a while, then keeps climbing. Right now, it's starting to look like that same straight-up move. If this pattern is right, the real bottom might already be behind us, somewhere around 57k.

Not everything matches perfectly. Bear market bottoms usually come with a big jump in trading volume, and we haven't seen that this time. But the last bull top didn't match every signal either before it turned into a bear market. So I'm not using "the data isn't complete" as a reason to ignore what's actually changing.

There's probably still one more small drop coming. But it will probably be a smaller shake-up, not a big flush down.

u/BitcoinDove — 2 months ago
▲ 148 r/dogecoin

Went from -83% to -76%, we are SO back. Feeling optimistic.

u/ruby-cos — 2 months ago

I think this BTC bounce is a setup, not a save

I don't think this bounce holds. One more sharp flush before this cycle actually bottoms, that's my read, and I think a lot of people calling this "the reversal" are gonna get caught leaning the wrong way.

The Treasury's debt buyback operation lit a fire under BTC, gold, and silver all at once. That part's real. But equities barely moved. If this were genuinely risk-on money flooding back into the system, stocks would've caught a bid too. They didn't. So either this rally is narrower than people think, or it's more mechanical than it looks. Probably both.

Spot BTC ETFs flipped from outflows to $626M of inflows in just 4 trading days, BlackRock leading it, while the Fear & Greed Index was sitting around 25. Extreme fear. Institutions buying while retail's still scared, that combo has been a pretty reliable tell historically. I don't think this move is fake underneath. I just don't think the timing is clean.

On-chain data's showing whales quietly stacking over the past few weeks, well before price actually reacted. That kind of positioning usually shows up ahead of volatility, not ahead of a smooth grind higher.

And back in June, MicroStrategy's stock decoupled hard from the value of the BTC it actually holds. STRC got dragged down with it too, bottoming in the low $70s (intraday low around $71 on June 26th), purely on panic. Not fundamentals. That kind of dislocation tends to get fixed violently. Both directions.

Every time retail starts calling the bottom this loudly after one green candle, that's usually the setup, not the resolution. I've watched this exact pattern play out at least three times this cycle. Fear, quiet accumulation, a sharp bounce that pulls in the FOMO crowd, then one more flush that clears them out before the real move starts.

Could be wrong. But I'm positioning for one more leg down before this is actually over.

Not financial advice. Just where I've landed after watching the data. Tell me why I'm wrong.

u/ruby-cos — 2 months ago
▲ 14 r/CryptoTradingBot+1 crossposts

I ran an LLM trading agent 24/7 for a month. 107 trades later, I'm down 1%, and it didn't even fully follow my own strategy.

Curious how people here are actually using AI in their trading workflow right now. Is it mostly for research and data gathering, or are people letting it make real decisions?

Some background: I've been trading for about 2 years now, still very much a beginner, mostly spot, and recently started looking into automation. I tried a third party platform where you write out your strategy and pick an LLM model, and it claims to run a 24/7 agent for you on Hyperliquid, with the LLM analyzing market conditions to decide entries and exits.

Since setting the agent up on 7/24, it's completed 107 trades total. Mixed wins and losses, currently sitting at about 1% down, mostly eaten by fees rather than bad calls.

The bigger issue for me is that the LLM seems to hallucinate or act on its own judgment sometimes. It's not executing my strategy exactly as written, which has made me pretty uneasy about trusting the platform. I genuinely can't tell if the underperformance is because my strategy itself isn't good, or if using an LLM to actually execute trades is just fundamentally unreliable right now.

So I'm trying to figure out if AI is actually useful for trading (stocks or crypto), or if I just haven't found the right way to apply it yet. How is everyone here actually using it in practice?

reddit.com
u/ruby-cos — 2 months ago