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[@TrenchBuddy](/creator/twitter/TrenchBuddy)
"They said TrenchBuddy was a fluke and it wouldn't last SOL train shunting time we're the caboose Now the ugly rebukes and fake FUD have passed Chart greener than eggs and ham: Dr. Seuss"  
[X Link](https://x.com/TrenchBuddy/status/1892917587693969480) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-02-21T12:41Z 7278 followers, 2188 engagements


"I truly think staking and rewards will begin a new chapter for $TRENCH. Most SOL token staking/rewards are a glorified ponzi or a promise that a revenue stream will exist one day. We have multiple existing revenue streams -- you can go subscribe for premium TrenchBuddy access TODAY. Of course it would make much more sense to hold 500k-3m $TRENCH and get permanent access (and staking rewards) but as our market cap creeps up this will become more and more difficult and more people will go the subscription route. And guess where those proceeds go.πŸ˜‰πŸ’° Here's a preview of the new landing page. I"  
[X Link](https://x.com/TrenchBuddy/status/1944016543987511561) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-07-12T12:50Z 7278 followers, XXX engagements


"Reminder: make sure you account for swap fees when buying your 500k $trench for access to TrenchBuddy on SOL. I've noticed a lot of buys just under 500k which means people probably looked at the tool thought it was broken and sold. Better yet just buy way more $TRENCH"  
[X Link](https://x.com/TrenchBuddy/status/1945457152828592511) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-07-16T12:15Z 7278 followers, XXX engagements


"Some bangers TrenchBuddy has found in the last XX hours:"  
[X Link](https://x.com/TrenchBuddy/status/1948844645460705608) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-07-25T20:35Z 7278 followers, XXX engagements


"🧡 TrenchBuddy improvements in the new update in descending order of how excited I am about them: X. Landing page with tokens recently Studied by the Buddy -- now all can witness the power of TrenchBuddy's Convolutional Neural Networks. Non-logged in users will now see recent tokens discovered with delay. From there they can read the auto-generated trench dot school article create a FREE thread to ask anything about that token with TrenchGPT purchase a boost and more. 🧡"  
[X Link](https://x.com/TrenchBuddy/status/1952180797085229515) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-04T01:32Z 7277 followers, XXX engagements


"3. Additional launchpad support. TrenchBuddy was created when pump was the only game in town. How things have changed. I will be adding filters for @bonk_fun and all the other new launchpads of late along with filters to only show tokens for particular launchpads"  
[X Link](https://x.com/TrenchBuddy/status/1952181177982603695) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-04T01:33Z 7278 followers, XXX engagements


"@bonk_fun X. Staking. Waiting to roll this out along with the rest so we get the most eyes on the site when staking goes live. You will be able to stake your $TRENCH and get daily rewards from subscription revenue"  
[X Link](https://x.com/TrenchBuddy/status/1952181444736082402) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-04T01:35Z 7277 followers, XXX engagements


"5. Perps trading signals. Turns out perps were the real trenches all along so why not apply the legendary TrenchBuddy algo to them and find good entry/exit signals. These will be available via telegram and be a separate monthly sub so as not to impose a cost on those who prefer memes"  
[X Link](https://x.com/TrenchBuddy/status/1952181697455534354) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-04T01:36Z 7278 followers, XXX engagements


"TrenchBuddy can call the bottom of any chart (except $trench πŸ˜‚)"  
[X Link](https://x.com/TrenchBuddy/status/1953069944725528852) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-06T12:25Z 7281 followers, XXX engagements


"Alt season will be TrenchBuddy season for more reasons than one. Real Gs move in silence like lasagna. $trench"  
[X Link](https://x.com/TrenchBuddy/status/1954475967956586710) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-10T09:32Z 7277 followers, XXX engagements


"Perps will be a separate subscription in order to cover the costs of compute and low latency infrastructure. I need to make sure this service (and TB) is at least break even so we can be around in the long run. Still very rough around the edges so its not quite out yet. But there is a lot going on behind the scenes right now so stay tuned"  
[X Link](https://x.com/TrenchBuddy/status/1954480053338734637) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-10T09:48Z 7277 followers, XXX engagements


"As a young Bob Dylan once said: the times they are a-changin. I would never have guessed that pumpfun would get overtaken so quickly"  
[X Link](https://x.com/TrenchBuddy/status/1954482139355037744) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-10T09:57Z 7277 followers, XXX engagements


"Some nice TrenchBuddy early finds in the past XX hours or so. Each of these has an auto-generated article on trench dot school. You can generate these for ANY token completely free"  
[X Link](https://x.com/TrenchBuddy/status/1954590225227010542) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-10T17:06Z 7277 followers, XXX engagements


"2m+ $trench = $XXX which is one quarter of my monthly server and API bills not including this new feature which will likely be more. I know people seem to want me to buy infinite compute and infrastructure for them but at a certain point I cant go bankrupt off the back of everyone else using my product. I have to start introducing a revenue stream. It will be well worth it"  
[X Link](https://x.com/TrenchBuddy/status/1954644251259838967) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-10T20:41Z 7278 followers, XXX engagements


"Those with business experience have advised me to "stop treating my trade secrets like they're a cheap hooker" (direct quote). However the way the forthcoming perps signal bot finds signals is super interesting. It combines a lot of my OG ML background (think PyTorch) with many of the cutting-edge agentic tools available today. And of course more data than you can handle. It's basically if this instrument was an algorithm and it was playing the most beautiful rendition of Debussy's Clair de Lune"  
[X Link](https://x.com/TrenchBuddy/status/1954713728202453112) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-11T01:17Z 7278 followers, XXX engagements


"Perps bot is portfolio-aware risk-averse and works to minimize drawdown even during bullish moves: XXXX% max drawdown at 40x BTC and 25x ETH leverage. XX% return on equity. It does this via stops and hedging with both longs and shorts. In addition to tracking market signals with ML + frontier LLM it has an agentic evaluation loop running every 30s using local models with "emergency breakers" during sudden volume spikes to quickly analyze order book and funding rates. Market vs portfolio sometimes conflict hence the high trade volume. This is a critical piece I am still working on. Frontier"  
[X Link](https://x.com/TrenchBuddy/status/1954845653579739614) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-11T10:01Z 7278 followers, 1077 engagements


"A window into the thinking/reasoning of the perps bot. There are two main market analysis modes: "patient trade genius + intern" and "eager scalper". Both analyses run continually to scan the market. The patient trade genius looks at charts on different timeframes and attempts to find the optimal setup at some point in the future (e.g. if this candle closes green / RSI goes above x / etc this is a good setup). Then his intern constantly checks to see if we met these conditions or anything else materially changes. There can be multiple potential setups in play for a given pair. The eager"  
[X Link](https://x.com/TrenchBuddy/status/1955020265664205138) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-11T21:35Z 7278 followers, XXX engagements


"TrenchBuddy may be one of the only real platforms on Solana with a pumpfun memecoin. December 2024 coded. $trench"  
[X Link](https://x.com/TrenchBuddy/status/1955177203676676394) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-12T07:59Z 7277 followers, XXX engagements


"Agent-derived trade signals metaprompted against one another cross-referenced with traditional quant-style ML models. Sounds like a 400k MC token to me. $TRENCH severely undervalued rn"  
[X Link](https://x.com/TrenchBuddy/status/1955312624708489419) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-12T16:57Z 7278 followers, XXX engagements


"🐻Bearish quant intern agent be like πŸ“‰ πŸ‚Bullish quant intern agent be like πŸ“ˆπŸ“ˆπŸ“ˆ"  
[X Link](https://x.com/TrenchBuddy/status/1955314916224799105) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-12T17:06Z 7277 followers, XXX engagements


"It wouldve gotten the exposure it deserved: every single economically disadvantaged man and woman wouldve made copious amounts of money off of memecoins and turned society into some sort of self-governing Utopia where no one wanted for anything. Instead most of the major cities will be replaced with vast pleasure domes used exclusively by the Eccelceites who are the neo-upper class while the displaced hordes of lower-class depth-grovelers will live underground in tiered cities endlessly toiling away for nuggets of neoplasmin"  
[X Link](https://x.com/TrenchBuddy/status/1955325688409477525) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-12T17:49Z 7277 followers, XXX engagements


"TrenchGPT is yet another part of the $trench ecosystem that is incredibly slept on. TrenchGPT gives you a virtual degen intern that knows the most intimate lore about any token on any chain. Heres what one of our users asked about #m0n3y @dev_skill_issue"  
[X Link](https://x.com/TrenchBuddy/status/1955844258453192860) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-14T04:09Z 7277 followers, XXX engagements


"@TrenchLibrarian how do users access trenchgpt on $trench TrenchBuddy"  
[X Link](https://x.com/TrenchBuddy/status/1955844772842635286) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-14T04:11Z 7277 followers, XXX engagements


"The bot has access to the @BLS_gov website and incorporates data releases like CPI/PPI into active and potential trades. After detecting volatity coinciding with this morning's PPI release the bot immediately went short BTC at 5:32 AM and closed the trade X mins later for a 22k profit. Also has access to TheNewsAPI and checks for other headlines every 30s. This wouldn't be possible without local GPU inference. So when you ask "trench y is bot so pricey" on release I'll politely tell you to stick to using logged out ChatGPT free and trading memecoins"  
[X Link](https://x.com/TrenchBuddy/status/1956040035007963182) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-14T17:07Z 7281 followers, 1436 engagements


"gemini glazing me this am"  
[X Link](https://x.com/TrenchBuddy/status/1957513651939865079) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-18T18:43Z 7281 followers, 1814 engagements


"While your favorite Solana dev is maxing out their $20/mo cursor subscription to make a vaporware landing page $trench dev creating a domain specific language to programmatically define crypto trading risk and using them as features in his bespoke ML models. And yet you fade"  
[X Link](https://x.com/TrenchBuddy/status/1957880375809573300) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-19T19:00Z 7278 followers, 1278 engagements


"some big things coming for TrenchBuddy. Wish I had rolled things out what I had slower tbh. Still the best way to discover new memecoins. Still on X chains. Still have a full-blown AI agent that can answer a question about any coin. Still have a complete AI generated wiki article for every token on every chain. But that's just the beginning"  
[X Link](https://x.com/TrenchBuddy/status/1960101213950878144) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-25T22:05Z 7277 followers, 1152 engagements


"120200 hourly confirmatory candle - ATH. can't wait to have this scaled up for the blow off top"  
[X Link](https://x.com/TrenchBuddy/status/1961581355453878578) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-08-30T00:06Z 7277 followers, 1455 engagements


"who knew @amazon had a time series language model that can run on any modestly powerful CPU - no GPU needed. it's essentially an LLM pretrained on the cross-entropy loss (aka log loss) of time series. accordingly it's output is probability-based. works out of the box but imagine the smell if one were to pre-train this on vast amounts of crypto price action"  
[X Link](https://x.com/TrenchBuddy/status/1962927653054497256) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-09-02T17:16Z 7277 followers, XXX engagements


"Study the Stanford marshmallow experiment"  
[X Link](https://x.com/TrenchBuddy/status/1964056707618816488) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-09-05T20:03Z 7281 followers, XXX engagements


"Small tweak to the wallet network look to see improved result quality shortly as it comes online. Pardon the dust and relative lack of shitposting: big things in the pipeline"  
[X Link](https://x.com/TrenchBuddy/status/1966442927573418278) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-09-12T10:05Z 7280 followers, XXX engagements


"if only people knew what was coming for $trench"  
[X Link](https://x.com/TrenchBuddy/status/1967434081903501670) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-09-15T03:43Z 7281 followers, 1445 engagements


"TrenchBuddy = quality. The premium option for those who realize that data algos inference and compute arent cheap and theres no free lunch (except for Free good easy: pick two"  
[X Link](https://x.com/TrenchBuddy/status/1968979967041048661) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-09-19T10:06Z 7281 followers, XXX engagements


"Wyclef Jean The Carnival Track #10 🀫🀐"  
[X Link](https://x.com/TrenchBuddy/status/1969507207986192777) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-09-20T21:01Z 7279 followers, XXX engagements


"the type of refactor/feature addition coding agents are best out. shout out to @TraycerAI for helping a busy man plan. $aster x $Trench"  
[X Link](https://x.com/TrenchBuddy/status/1971380371490316408) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-09-26T01:04Z 7279 followers, 1388 engagements


"The perp bot's taking a while but they want it faster. But soon we'll smile cuz it'll be trading on $ASTER. Waitlist dropping soon"  
[X Link](https://x.com/TrenchBuddy/status/1973584602125279346) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-02T03:03Z 7279 followers, 189.3K engagements


"Order execution is a whole different beast from both a legal and technical perspective and I'm not gonna drop a bot that has a ms more lag than it has to or has a showstopping bug. Accordingly initial capacity will be limited. Notifications on for when the waitlist is released. $TRENCH holders prioritized"  
[X Link](https://x.com/TrenchBuddy/status/1973585571563094420) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-02T03:07Z 7279 followers, XXX engagements


"To clear up any confusion: Agent NRKT is just a code name because I thought it sounded cool and mysterious. THERE WILL NOT BE ANOTHER TOKEN. $TRENCH is the only one. The last thing I want is people yelling at me about ANOTHER tokens price while Im trying to code πŸ˜‚"  
[X Link](https://x.com/TrenchBuddy/status/1974166552829440393) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-03T17:35Z 7280 followers, XXX engagements


"TrenchBuddy is much more scalable scalable (fixed cost) perps bot less so due to the requirement for one cloud instance per user for the low latency execution demands. Creator fees are a nice touch just gotta find the laptop that has the dev wallet 🀣"  
[X Link](https://x.com/TrenchBuddy/status/1974999912766128241) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-06T00:47Z 7280 followers, XXX engagements


"1100+ tests (and counting) to ensure the perps bot is bug-free and doesn't fuck up your bag"  
[X Link](https://x.com/TrenchBuddy/status/1975284989123256368) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-06T19:40Z 7278 followers, 1115 engagements


"its LIKE %they_know_what's_bout_to_happen% // just keep ya eye out like % aye aye captain% :: is he still a cracked dev cooking if nobody can hear it :: can they testify from in the spirit :: in living the true gods giving y'all null but the lick LIKE % (two_broads) % . :: that's why he bring his own needles && get(more cheese than doritos cheetos or fritos) ::slip LIKE %freudian% your first and last step to playing(yourself) LIKE % _accordion_πŸͺ—%"  
[X Link](https://x.com/TrenchBuddy/status/1975334811033329714) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-06T22:58Z 7280 followers, XXX engagements


"apologies for the intermittent token stream outages have been so locked in on the perps bot deployment that i didn't realize I hit capacity. service should be back online now. appreciate everyone's patience you have no idea what's coming"  
[X Link](https://x.com/TrenchBuddy/status/1976693839781151159) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-10T16:58Z 7280 followers, XXX engagements


"Picture this: - $Trench perps bot which receives push alerts from Trump's truth social gets a truth indicating he'll be putting tariffs on China - In milliseconds local LLM analyzes the general implications of a proclamation like this: bearish - Within half a second local LSTM models analyze price action and order books in the last XX sec across multiple exchanges cross-referencing with other assets like gold stocks forex - Within 5sec a prompt with vision is assembled and confirms a high probability of a high-volatility nuke and a response is received from an ensemble of models reaching a"  
[X Link](https://x.com/TrenchBuddy/status/1976794618613449110) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-10T23:38Z 7278 followers, 2571 engagements


"@0xtrendrift Probably use something like Perplexity or ChatGPT Pro deep research tho grok has the advantage with the native X access. Manus is very useful too"  
[X Link](https://x.com/TrenchBuddy/status/1976807912749383747) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-11T00:31Z 7279 followers, XX engagements


"Not sure if this is bait but again the point is with this you dont have to set any parameters. Ive been building off of a CNN model Ive been working on for almost a decade to enable TrenchBuddy to find mooners seemingly before every other agent on the market because its not powered by stock LLMs like every other agent. More details on the algo and the research that inspired it:"  
[X Link](https://x.com/TrenchBuddy/status/1977013433095897451) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-11T14:08Z 7279 followers, XXX engagements


"tyty. i see what you're saying but this isn't a simple prompt that's the whole point. an off-the-shelf LLM that powers an agent like wayfinder isn't going to be able to get you the type of signal offered by a bespoke ML algo tailored to predicting price action. TrenchBuddy's algos are streaming websocket data thru LSTM and CNN models multiple times per second using on-premise GPUs not calling external LLM APIs using tool calls like wayfinder or any other agent builder"  
[X Link](https://x.com/TrenchBuddy/status/1977029001555361911) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-11T15:10Z 7280 followers, XXX engagements


"some marketing material. $TRENCH"  
[X Link](https://x.com/TrenchBuddy/status/1977076886535839817) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-11T18:20Z 7278 followers, 1145 engagements


"if you don't understand why combining signals from a proprietary built-for-crypto NN with a per-user execution layer written in rust (both hosted on bare metal) is a unique value proposition among all the projects in the space this product wasn't for you to begin with"  
[X Link](https://x.com/TrenchBuddy/status/1977112399447785665) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-11T20:41Z 7279 followers, XXX engagements


"@grok approx how many orders of magnitude more skill and effort is required to build an ensemble network of ML models including a CNN trained to predict crypto price action and execute signals in milliseconds than to build an AI agent by using OpenAI/Anthropic API with a system prompt and tool calls that call publicly available APIs to get blockchain data"  
[X Link](https://x.com/TrenchBuddy/status/1977113777251532982) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-11T20:47Z 7279 followers, XXX engagements


"the virgin "Basic prompt engineering" vs. the 100x harder chad "ML ensemble HFT system". TrenchBuddy is a working product that has always been early. It has a year of hard work behind it. I've offered consistent transparency about what makes it different than any other agent on the market. Why bet on one of the sheep when you can bet on the GOAT $TRENCH"  
[X Link](https://x.com/TrenchBuddy/status/1977115941776638380) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-11T20:55Z 7281 followers, XXX engagements


"Been doing a lot of training on BNB memes on the old 4090 powered by this beautiful CA sunshine. BNB will come back online first"  
[X Link](https://x.com/TrenchBuddy/status/1977117828705837187) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-11T21:03Z 7279 followers, 3642 engagements


"Quick update before its back to getting things ready"  
[X Link](https://x.com/TrenchBuddy/status/1977422389920338375) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-12T17:13Z 7280 followers, XXX engagements


"One for getting back to 1m the other for when the perps bot drops. Both from @7eleven 🀣"  
[X Link](https://x.com/TrenchBuddy/status/1977545544672432467) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-13T01:22Z 7281 followers, XXX engagements


"Signals ➑ Contracts ➑ Intents The perps bot trading engine has gone through TWO complete rewrites as Ive iterated on the core idea that determines whether you the user should be in a particular trade or not. Lets take a walk through that journey 🧡"  
[X Link](https://x.com/TrenchBuddy/status/1977825221731324304) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-13T19:54Z 7279 followers, XXX engagements


"Signals: one size does NOT fit all The first iteration of the trading engine was very primitive and relied solely on the long/short/no action signals that were produced by the machine learning models every 2-3min. Each signal generated by the algorithm had a direction a take profit value and a stop loss value. The take profit and stop loss values for a given signal are based upon the algorithms confidence in that signal. Higher confidence means lower stop loss and higher take profit. With signals alone execution was as simple as: a pairs signal said to go long you go long. Once it said to go"  
[X Link](https://x.com/TrenchBuddy/status/1977825223790759972) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-13T19:54Z 7279 followers, XXX engagements


"Contracts: user-specific but overly rigid In an attempt to account for per-user portfolio preferences and risk tolerances my next iteration of the trading engine used a concept called contracts. Instead of being an overall signal for a particular pair that applied to all users a contract was a version of that signal that applied to each particular user. Each time the algorithm detected a long or short entry for a pair each user subscribed to that pair would have a new contract generated just for them. That contract would take into account the amount of money in their portfolio the number of"  
[X Link](https://x.com/TrenchBuddy/status/1977825225804009619) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-13T19:54Z 7280 followers, XXX engagements


"Intents: the best of both worlds After much thought I finally landed on intents. Intents which are also per-pair are like contracts in that they are per user-specific to their risk tolerances and the other pairs they are subscribed to. However they are also like signals in that they are continually updated as new information comes in. Every 2min every time the algorithm evaluated a pairs direction and confidence the intent would be updated with either enter if X/Y/Z or exit if X/Y/Z (if already in). Each signal when generated would give a separate sub-signal for someone already in a trade"  
[X Link](https://x.com/TrenchBuddy/status/1977825228253487171) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-13T19:54Z 7279 followers, XXX engagements


"CHOOSE YOUR FIGHTER"  
[X Link](https://x.com/TrenchBuddy/status/1977857117508825160) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-13T22:00Z 7279 followers, 4363 engagements


"Most traders fear liquidation. But pros know the real silent killer is ADL: when exchanges trim winning positions to cover losers. Agent NRKT's Auto-Releveraging feature keeps you out of the ADL line: it resets your exposure moves you to the back of the queue and keeps you in the trade. Stay in the trade. Skip the queue"  
[X Link](https://x.com/TrenchBuddy/status/1978147295473631243) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-14T17:14Z 7279 followers, XXX engagements


"U2FsdGVkX18oBXRh0e4osyXet5jWAXCyOfsMcC0kRveqlWWs5+s29vTTIhtWYKtHsHm6f1LSGBtQHVYHS+9baEwvZwB+Uy/+ZTuej0dnSayrYdO7Tuv7RNjlkfOmtRV9yvrQ0cEXpeU0anzySZhxGkD0jPjkv3uoi62YkwvGkGgdmfWhwnGKJZe7n4crHyIPuEVm3g9ZOlOEyfsYfErUX/scCwdB9XSDshoUwv8G4c1IY/fPZNBGdjQRhhgv5p8wEhebDfXS79Z74RdKzzDysxerVNeFeIEfV7yffj7iwYwZE9Fqvxfja2A7nO8mzBb9q0YALnEvvdtBBkWB7GmPSBkf7nNzuj6MdGY7gmoCmFoweJzDoijK7IM7V5GF/tskK5uckG3pJxaiLklYys/aIvONIFcbFdXwNqad00DaHpGYmKAsmAMLmytKSKZifYV023cST9wTTB78fjjgxjvSZs/TnU407chLVndDEVRs0KqTfA2TWRDNJF+NdhK29xx/U6ohJ2RUFX44LiHqFLvIFvTFpMobxgk2IDBSeHnt4gTSfM0mdv73pfSRTjANSCfbLv4z9O8uVxcAR5SEm37NhzJOplCQEJj7uW/Zfble74a8sQ1RWETUa9bwm7ElnqZdaGhfYWxlXim/Tm02IePq+3B3sQpxvfdeT2W6P8Ek0tnPe099uUt9K0Zp8ybSiZ1a2hxzzPNqA48qulVFIsIWFAvCUpbIJ/hfTtEBK9UPobR+4g8amxQkZ5NexJqd6JeiBbTWjQOm/Zh7wILh96Upnp2QGmSrvqOQvMIcZTn1rnPOyZk1sgNb2La3eJCKjKxJSv2BfEJQAPNgiM/5mK9SybVbMKcnLdbMqBCm+70dA1nWF5SSs7f5hUnelORCfwuUoQRcYhFxi73nfBhPVdxBb0vbH/a1YiAXp5do3S3BesPfkG3rU5jXsYARJESOlxXzHmOWDCDTabajNj0XZoBi7VUCsUueXh2TPLBtv+v+dQ1NlNdImllGxY65jraLgaLa306ahvYLBtFfsUcVP8YAhkvQluXm/rem6sFCrOeVcbazj893450OfLJ1Fs9Mr37lph65mNaFUPN4CqCybdlIB+H7Y9bzWfvSsivFfev6uelErB9mB89PCgN1ukdS6R+O8ppCkPc+4IjA96hl0iBe3DJsyDPg0o0PC0T051vbItmVlElcxHwdsm/I9yS1XJLDTsI6oD800mWPgnHYfDh9qwqpadpc93qWhdn2bj9xMpts3Gc3eyN8lKsAPFFnNUJ2Ax6EBieOwXNa1+Lj+k5CVtOO9NgeNUnWG8fbgt8G0UsjxbPFy8Wld3b43dGz7I2Kawb29+xiEzGQRRJ1ggZRb8D10/rLs7N1mZoyjdOWjuDO5g9QnsKYfWq3J2mRpUTutFLh8ova/EzZK2Q8D6vC22X/ynfyJwWqjeGbLGHDHp0+79mV/SNxFlA4k3aulLT6NGTGUZuCj+5ha3MinxiOl6DC11ZSNFKB860PR1VpYHXyV0oUYtarL1uQGgU7jXElN3aUmtYqdZ9iXDLhfGc/ElV1GAfDgLEg5LU6s3FbJHuou6wDagLASwcuwQrPy+u+np9qjQs5DQJVNTXZk+wcqAGhPHY/6nW15f5FekVkwuRjRMlbrKNy554AhMB/lqNQWv7WOiBR2hqVm4TwqSfMEYPcyqcMQTkcPCEgibS0+3c/ejNevjwpbgCOeHdzEPKjIdTVAU56Jpd/6TSkI2n+XZsD9a+Q11CUKFEA7IzTOQ28a6pg/YA1tMdCvoNz0mYZTQPTGCEMgx9eqY5KbtAnj/Nbkyel3Kmm0OyBatGPYfeV7vJ9WsEKmxWNN7kzeL8fH/Ipx83jYwFRLgyw3wBfTbrJLw0LIA2CEp/C2JGJ58aZa5kQVcQ2exS2ekCPkywWuadE8KkjJCtUPOgkWFR8qcAKUXZOd/DFxdwDNbshVQ3KRkNeX64A+CIT96Ihex+irpoYh6UGhpIkALURechlxFfMmIzkgGXYjWDhqh7Ea3P5FMfBJ+uESEWuP5PScr7HW1Hlo00+no5xIGM0VWyPR/hEmNvgDKep6fJFuWxpa2vSe9+0Wa4EG4TcZpujetZqR9a4ACWdeio5Uyc2UeR1GUqCLGba/yxegDsP8KlHshlw0lRjxRO5KQXp+EMTR2QHJeJByvU2mfAWSqslhwMz7QEM6grqHlefZxHYdUWwJmU4Juu/9YPkX6Dhm0jGIQr8ChLO8OuyAl5wCyxMS8FqbFqh7W6A4SrNIfa2xHPqh9yoGT8EbrwlAWQJmnab2OMd1FYR646GtSJM4YCn7PqNCppEQ79kaz67vpNEdc1hkNmAsvcLxUHYkl60qX7QLrtMBeMnWA3YypacfB2SaRyJsid19rPhXzkJaJENLR5QZ8THWXmvfclZvo0/sKstXjl1xwEG5p0Aul01ZUmwGLbXSfooPnhWCvu6hUUi6fH5tp5ygWZWYxCOV6GW+n1R0B5YEgWVc2JXzle2bqnOEQMfTBRKycpL1z8eB+/Fn9/i6TPJhAvS4m4Mm3N8qoI92L4tym7iWOzV5iWWzc6NhARoDAEbbrHn3sk9kNhGIvM0n9hESeHpAaGc/TxLSBpCk54y2ZzQOkupGPuZBs8FvFYHGWzIgt+u+qo5MC2v1/qkT+HJ77I1imca4cyFKhzZHdbUk/SPii2stzy0oeUVd1Zmh52wS1z0hnVC8eh85llQisNI6M/f9mtIrQYS7nlAuiyi9rOy34nvvb4hIujsVK/zLdcIQLkk9ax7nwEe1QNOqUz7s1hGv8unfj0L2nqiR1ShV0sNCMonzNMPh/CT6owFRUCo7h9TD6PNHGq452BdkzOOle9/Cib4zdUVlYZcIFdfdxSRAe8D5dopFApfe+xu7WA638ir8FITUFhIFmkcgHe4g7Zeq9O8J7jxXzhG30Y/fnN4mwHjNy4xIVDMWligJpvcS0t0Y+CjqqGQU5+toNSSqMZzJOHNKx9IjPSqvWiH5ckupNjnVrWCRRFMqix8ufD26g5jlXD2YmLo9kAPdEaoG29/++qEg0vJdqmLz+DA8tOXNzWSTU6+lBfhvoMWn3mc5E7E7FG4mRWTWIYbTySBYusSDvKYtBh5ox+8KjCDo7q3uv4saqj1+yPNO7JmwyS0Z9AqtoKy0Ea0EuHauX6oVyuUhvWppyjtDXpn0Sv"  
[X Link](https://x.com/TrenchBuddy/status/1978166588588351719) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-14T18:30Z 7281 followers, 1838 engagements


"BTC Short signal generated X mins ahead of quoted tweet @ 18:25 UTC. go to copy contents of quoted tweet decrypt with passphrase 'justatest' to confirm. $TRENCH Perps bot cooks"  
[X Link](https://x.com/TrenchBuddy/status/1978185397378425071) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-14T19:45Z 7279 followers, 1590 engagements


"anyone wanna guess which alt this is"  
[X Link](https://x.com/TrenchBuddy/status/1978187169677357362) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-14T19:52Z 7279 followers, XXX engagements


"@interp0late brb delaying launch by a week to make waitlist for the waitlist πŸ˜…. kidding expect it by the weekend. a lot of i's and t's to dot and cross"  
[X Link](https://x.com/TrenchBuddy/status/1978266353376072069) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-15T01:07Z 7280 followers, XX engagements


"Which launch are you more excited for $TRENCH"  
[X Link](https://x.com/TrenchBuddy/status/1978602979763905010) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-15T23:24Z 7278 followers, XXX engagements


"@claudeai You look so dumb right now Standing outside my house Trying to apologize You're so ugly when you cry Please just cut it out And don't tell me you're sorry 'cause you're not Baby when I know you're only sorry you got caught"  
[X Link](https://x.com/TrenchBuddy/status/1965262832972562761) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-09-09T03:55Z 7277 followers, 2260 engagements


"Just had the CEO of Bitcoin do me a favor so we can get nice juicy entries when the perps bot launches"  
[X Link](https://x.com/TrenchBuddy/status/1978863044865225048) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-16T16:38Z 7277 followers, XXX engagements


"I love the smell of $trench in the morning 🍳πŸ₯“"  
[X Link](https://x.com/TrenchBuddy/status/1979199226123886760) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-17T14:54Z 7277 followers, XXX engagements


"It's one thing to show you 200000 tokens with no context and try to flex that one of them was a winner it's another to give dead ass simple visual indicators that emphasize which are likely to be winners. TrenchBuddy does that. Let's look at $BATCAT for example. Not only did TrenchBuddy find $BATCAT at $23K market cap a mere X mins after creation but you would have : 1/ immediately known that it was only X% bundled and 2/ the % of bundle sold every XX seconds Even if you didn't understand bundle numbers a fat green checkmark above the coin would have confirmed it and you'd have seen its"  
[X Link](https://x.com/TrenchBuddy/status/1891587547731767583) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-02-17T20:36Z 7278 followers, 1715 engagements


"I can support it Check out CLIProxyAPI which lets you use your codex Claude code qwen and Gemini subs with any OpenAI compatible client (pic is the droid devs trying really hard not to tell you since they understandably dont want to get in trouble). Works great with qwen + Geminis free tiers. That plus GLM $X sub will get you very far with droid"  
[X Link](https://x.com/TrenchBuddy/status/1979227184188526647) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-17T16:45Z 7277 followers, XX engagements


"TrenchBuddy on BNB is now LIVE and better than ever For a limited time anyone with 500k $TRENCH now qualifies to see the latest BNB tokens Just select the BNB icon in the lefthand side"  
[X Link](https://x.com/TrenchBuddy/status/1979605348567924878) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-18T17:47Z 7278 followers, XXX engagements


"despite the obvious market turmoil looks like memes have been steady heating up the past 3-4 days"  
[X Link](https://x.com/TrenchBuddy/status/1979619992540008762) [@TrenchBuddy](/creator/x/TrenchBuddy) 2025-10-18T18:46Z 7278 followers, XXX engagements

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

@TrenchBuddy "They said TrenchBuddy was a fluke and it wouldn't last SOL train shunting time we're the caboose Now the ugly rebukes and fake FUD have passed Chart greener than eggs and ham: Dr. Seuss"
X Link @TrenchBuddy 2025-02-21T12:41Z 7278 followers, 2188 engagements

"I truly think staking and rewards will begin a new chapter for $TRENCH. Most SOL token staking/rewards are a glorified ponzi or a promise that a revenue stream will exist one day. We have multiple existing revenue streams -- you can go subscribe for premium TrenchBuddy access TODAY. Of course it would make much more sense to hold 500k-3m $TRENCH and get permanent access (and staking rewards) but as our market cap creeps up this will become more and more difficult and more people will go the subscription route. And guess where those proceeds go.πŸ˜‰πŸ’° Here's a preview of the new landing page. I"
X Link @TrenchBuddy 2025-07-12T12:50Z 7278 followers, XXX engagements

"Reminder: make sure you account for swap fees when buying your 500k $trench for access to TrenchBuddy on SOL. I've noticed a lot of buys just under 500k which means people probably looked at the tool thought it was broken and sold. Better yet just buy way more $TRENCH"
X Link @TrenchBuddy 2025-07-16T12:15Z 7278 followers, XXX engagements

"Some bangers TrenchBuddy has found in the last XX hours:"
X Link @TrenchBuddy 2025-07-25T20:35Z 7278 followers, XXX engagements

"🧡 TrenchBuddy improvements in the new update in descending order of how excited I am about them: X. Landing page with tokens recently Studied by the Buddy -- now all can witness the power of TrenchBuddy's Convolutional Neural Networks. Non-logged in users will now see recent tokens discovered with delay. From there they can read the auto-generated trench dot school article create a FREE thread to ask anything about that token with TrenchGPT purchase a boost and more. 🧡"
X Link @TrenchBuddy 2025-08-04T01:32Z 7277 followers, XXX engagements

"3. Additional launchpad support. TrenchBuddy was created when pump was the only game in town. How things have changed. I will be adding filters for @bonk_fun and all the other new launchpads of late along with filters to only show tokens for particular launchpads"
X Link @TrenchBuddy 2025-08-04T01:33Z 7278 followers, XXX engagements

"@bonk_fun X. Staking. Waiting to roll this out along with the rest so we get the most eyes on the site when staking goes live. You will be able to stake your $TRENCH and get daily rewards from subscription revenue"
X Link @TrenchBuddy 2025-08-04T01:35Z 7277 followers, XXX engagements

"5. Perps trading signals. Turns out perps were the real trenches all along so why not apply the legendary TrenchBuddy algo to them and find good entry/exit signals. These will be available via telegram and be a separate monthly sub so as not to impose a cost on those who prefer memes"
X Link @TrenchBuddy 2025-08-04T01:36Z 7278 followers, XXX engagements

"TrenchBuddy can call the bottom of any chart (except $trench πŸ˜‚)"
X Link @TrenchBuddy 2025-08-06T12:25Z 7281 followers, XXX engagements

"Alt season will be TrenchBuddy season for more reasons than one. Real Gs move in silence like lasagna. $trench"
X Link @TrenchBuddy 2025-08-10T09:32Z 7277 followers, XXX engagements

"Perps will be a separate subscription in order to cover the costs of compute and low latency infrastructure. I need to make sure this service (and TB) is at least break even so we can be around in the long run. Still very rough around the edges so its not quite out yet. But there is a lot going on behind the scenes right now so stay tuned"
X Link @TrenchBuddy 2025-08-10T09:48Z 7277 followers, XXX engagements

"As a young Bob Dylan once said: the times they are a-changin. I would never have guessed that pumpfun would get overtaken so quickly"
X Link @TrenchBuddy 2025-08-10T09:57Z 7277 followers, XXX engagements

"Some nice TrenchBuddy early finds in the past XX hours or so. Each of these has an auto-generated article on trench dot school. You can generate these for ANY token completely free"
X Link @TrenchBuddy 2025-08-10T17:06Z 7277 followers, XXX engagements

"2m+ $trench = $XXX which is one quarter of my monthly server and API bills not including this new feature which will likely be more. I know people seem to want me to buy infinite compute and infrastructure for them but at a certain point I cant go bankrupt off the back of everyone else using my product. I have to start introducing a revenue stream. It will be well worth it"
X Link @TrenchBuddy 2025-08-10T20:41Z 7278 followers, XXX engagements

"Those with business experience have advised me to "stop treating my trade secrets like they're a cheap hooker" (direct quote). However the way the forthcoming perps signal bot finds signals is super interesting. It combines a lot of my OG ML background (think PyTorch) with many of the cutting-edge agentic tools available today. And of course more data than you can handle. It's basically if this instrument was an algorithm and it was playing the most beautiful rendition of Debussy's Clair de Lune"
X Link @TrenchBuddy 2025-08-11T01:17Z 7278 followers, XXX engagements

"Perps bot is portfolio-aware risk-averse and works to minimize drawdown even during bullish moves: XXXX% max drawdown at 40x BTC and 25x ETH leverage. XX% return on equity. It does this via stops and hedging with both longs and shorts. In addition to tracking market signals with ML + frontier LLM it has an agentic evaluation loop running every 30s using local models with "emergency breakers" during sudden volume spikes to quickly analyze order book and funding rates. Market vs portfolio sometimes conflict hence the high trade volume. This is a critical piece I am still working on. Frontier"
X Link @TrenchBuddy 2025-08-11T10:01Z 7278 followers, 1077 engagements

"A window into the thinking/reasoning of the perps bot. There are two main market analysis modes: "patient trade genius + intern" and "eager scalper". Both analyses run continually to scan the market. The patient trade genius looks at charts on different timeframes and attempts to find the optimal setup at some point in the future (e.g. if this candle closes green / RSI goes above x / etc this is a good setup). Then his intern constantly checks to see if we met these conditions or anything else materially changes. There can be multiple potential setups in play for a given pair. The eager"
X Link @TrenchBuddy 2025-08-11T21:35Z 7278 followers, XXX engagements

"TrenchBuddy may be one of the only real platforms on Solana with a pumpfun memecoin. December 2024 coded. $trench"
X Link @TrenchBuddy 2025-08-12T07:59Z 7277 followers, XXX engagements

"Agent-derived trade signals metaprompted against one another cross-referenced with traditional quant-style ML models. Sounds like a 400k MC token to me. $TRENCH severely undervalued rn"
X Link @TrenchBuddy 2025-08-12T16:57Z 7278 followers, XXX engagements

"🐻Bearish quant intern agent be like πŸ“‰ πŸ‚Bullish quant intern agent be like πŸ“ˆπŸ“ˆπŸ“ˆ"
X Link @TrenchBuddy 2025-08-12T17:06Z 7277 followers, XXX engagements

"It wouldve gotten the exposure it deserved: every single economically disadvantaged man and woman wouldve made copious amounts of money off of memecoins and turned society into some sort of self-governing Utopia where no one wanted for anything. Instead most of the major cities will be replaced with vast pleasure domes used exclusively by the Eccelceites who are the neo-upper class while the displaced hordes of lower-class depth-grovelers will live underground in tiered cities endlessly toiling away for nuggets of neoplasmin"
X Link @TrenchBuddy 2025-08-12T17:49Z 7277 followers, XXX engagements

"TrenchGPT is yet another part of the $trench ecosystem that is incredibly slept on. TrenchGPT gives you a virtual degen intern that knows the most intimate lore about any token on any chain. Heres what one of our users asked about #m0n3y @dev_skill_issue"
X Link @TrenchBuddy 2025-08-14T04:09Z 7277 followers, XXX engagements

"@TrenchLibrarian how do users access trenchgpt on $trench TrenchBuddy"
X Link @TrenchBuddy 2025-08-14T04:11Z 7277 followers, XXX engagements

"The bot has access to the @BLS_gov website and incorporates data releases like CPI/PPI into active and potential trades. After detecting volatity coinciding with this morning's PPI release the bot immediately went short BTC at 5:32 AM and closed the trade X mins later for a 22k profit. Also has access to TheNewsAPI and checks for other headlines every 30s. This wouldn't be possible without local GPU inference. So when you ask "trench y is bot so pricey" on release I'll politely tell you to stick to using logged out ChatGPT free and trading memecoins"
X Link @TrenchBuddy 2025-08-14T17:07Z 7281 followers, 1436 engagements

"gemini glazing me this am"
X Link @TrenchBuddy 2025-08-18T18:43Z 7281 followers, 1814 engagements

"While your favorite Solana dev is maxing out their $20/mo cursor subscription to make a vaporware landing page $trench dev creating a domain specific language to programmatically define crypto trading risk and using them as features in his bespoke ML models. And yet you fade"
X Link @TrenchBuddy 2025-08-19T19:00Z 7278 followers, 1278 engagements

"some big things coming for TrenchBuddy. Wish I had rolled things out what I had slower tbh. Still the best way to discover new memecoins. Still on X chains. Still have a full-blown AI agent that can answer a question about any coin. Still have a complete AI generated wiki article for every token on every chain. But that's just the beginning"
X Link @TrenchBuddy 2025-08-25T22:05Z 7277 followers, 1152 engagements

"120200 hourly confirmatory candle - ATH. can't wait to have this scaled up for the blow off top"
X Link @TrenchBuddy 2025-08-30T00:06Z 7277 followers, 1455 engagements

"who knew @amazon had a time series language model that can run on any modestly powerful CPU - no GPU needed. it's essentially an LLM pretrained on the cross-entropy loss (aka log loss) of time series. accordingly it's output is probability-based. works out of the box but imagine the smell if one were to pre-train this on vast amounts of crypto price action"
X Link @TrenchBuddy 2025-09-02T17:16Z 7277 followers, XXX engagements

"Study the Stanford marshmallow experiment"
X Link @TrenchBuddy 2025-09-05T20:03Z 7281 followers, XXX engagements

"Small tweak to the wallet network look to see improved result quality shortly as it comes online. Pardon the dust and relative lack of shitposting: big things in the pipeline"
X Link @TrenchBuddy 2025-09-12T10:05Z 7280 followers, XXX engagements

"if only people knew what was coming for $trench"
X Link @TrenchBuddy 2025-09-15T03:43Z 7281 followers, 1445 engagements

"TrenchBuddy = quality. The premium option for those who realize that data algos inference and compute arent cheap and theres no free lunch (except for Free good easy: pick two"
X Link @TrenchBuddy 2025-09-19T10:06Z 7281 followers, XXX engagements

"Wyclef Jean The Carnival Track #10 🀫🀐"
X Link @TrenchBuddy 2025-09-20T21:01Z 7279 followers, XXX engagements

"the type of refactor/feature addition coding agents are best out. shout out to @TraycerAI for helping a busy man plan. $aster x $Trench"
X Link @TrenchBuddy 2025-09-26T01:04Z 7279 followers, 1388 engagements

"The perp bot's taking a while but they want it faster. But soon we'll smile cuz it'll be trading on $ASTER. Waitlist dropping soon"
X Link @TrenchBuddy 2025-10-02T03:03Z 7279 followers, 189.3K engagements

"Order execution is a whole different beast from both a legal and technical perspective and I'm not gonna drop a bot that has a ms more lag than it has to or has a showstopping bug. Accordingly initial capacity will be limited. Notifications on for when the waitlist is released. $TRENCH holders prioritized"
X Link @TrenchBuddy 2025-10-02T03:07Z 7279 followers, XXX engagements

"To clear up any confusion: Agent NRKT is just a code name because I thought it sounded cool and mysterious. THERE WILL NOT BE ANOTHER TOKEN. $TRENCH is the only one. The last thing I want is people yelling at me about ANOTHER tokens price while Im trying to code πŸ˜‚"
X Link @TrenchBuddy 2025-10-03T17:35Z 7280 followers, XXX engagements

"TrenchBuddy is much more scalable scalable (fixed cost) perps bot less so due to the requirement for one cloud instance per user for the low latency execution demands. Creator fees are a nice touch just gotta find the laptop that has the dev wallet 🀣"
X Link @TrenchBuddy 2025-10-06T00:47Z 7280 followers, XXX engagements

"1100+ tests (and counting) to ensure the perps bot is bug-free and doesn't fuck up your bag"
X Link @TrenchBuddy 2025-10-06T19:40Z 7278 followers, 1115 engagements

"its LIKE %they_know_what's_bout_to_happen% // just keep ya eye out like % aye aye captain% :: is he still a cracked dev cooking if nobody can hear it :: can they testify from in the spirit :: in living the true gods giving y'all null but the lick LIKE % (two_broads) % . :: that's why he bring his own needles && get(more cheese than doritos cheetos or fritos) ::slip LIKE %freudian% your first and last step to playing(yourself) LIKE % accordionπŸͺ—%"
X Link @TrenchBuddy 2025-10-06T22:58Z 7280 followers, XXX engagements

"apologies for the intermittent token stream outages have been so locked in on the perps bot deployment that i didn't realize I hit capacity. service should be back online now. appreciate everyone's patience you have no idea what's coming"
X Link @TrenchBuddy 2025-10-10T16:58Z 7280 followers, XXX engagements

"Picture this: - $Trench perps bot which receives push alerts from Trump's truth social gets a truth indicating he'll be putting tariffs on China - In milliseconds local LLM analyzes the general implications of a proclamation like this: bearish - Within half a second local LSTM models analyze price action and order books in the last XX sec across multiple exchanges cross-referencing with other assets like gold stocks forex - Within 5sec a prompt with vision is assembled and confirms a high probability of a high-volatility nuke and a response is received from an ensemble of models reaching a"
X Link @TrenchBuddy 2025-10-10T23:38Z 7278 followers, 2571 engagements

"@0xtrendrift Probably use something like Perplexity or ChatGPT Pro deep research tho grok has the advantage with the native X access. Manus is very useful too"
X Link @TrenchBuddy 2025-10-11T00:31Z 7279 followers, XX engagements

"Not sure if this is bait but again the point is with this you dont have to set any parameters. Ive been building off of a CNN model Ive been working on for almost a decade to enable TrenchBuddy to find mooners seemingly before every other agent on the market because its not powered by stock LLMs like every other agent. More details on the algo and the research that inspired it:"
X Link @TrenchBuddy 2025-10-11T14:08Z 7279 followers, XXX engagements

"tyty. i see what you're saying but this isn't a simple prompt that's the whole point. an off-the-shelf LLM that powers an agent like wayfinder isn't going to be able to get you the type of signal offered by a bespoke ML algo tailored to predicting price action. TrenchBuddy's algos are streaming websocket data thru LSTM and CNN models multiple times per second using on-premise GPUs not calling external LLM APIs using tool calls like wayfinder or any other agent builder"
X Link @TrenchBuddy 2025-10-11T15:10Z 7280 followers, XXX engagements

"some marketing material. $TRENCH"
X Link @TrenchBuddy 2025-10-11T18:20Z 7278 followers, 1145 engagements

"if you don't understand why combining signals from a proprietary built-for-crypto NN with a per-user execution layer written in rust (both hosted on bare metal) is a unique value proposition among all the projects in the space this product wasn't for you to begin with"
X Link @TrenchBuddy 2025-10-11T20:41Z 7279 followers, XXX engagements

"@grok approx how many orders of magnitude more skill and effort is required to build an ensemble network of ML models including a CNN trained to predict crypto price action and execute signals in milliseconds than to build an AI agent by using OpenAI/Anthropic API with a system prompt and tool calls that call publicly available APIs to get blockchain data"
X Link @TrenchBuddy 2025-10-11T20:47Z 7279 followers, XXX engagements

"the virgin "Basic prompt engineering" vs. the 100x harder chad "ML ensemble HFT system". TrenchBuddy is a working product that has always been early. It has a year of hard work behind it. I've offered consistent transparency about what makes it different than any other agent on the market. Why bet on one of the sheep when you can bet on the GOAT $TRENCH"
X Link @TrenchBuddy 2025-10-11T20:55Z 7281 followers, XXX engagements

"Been doing a lot of training on BNB memes on the old 4090 powered by this beautiful CA sunshine. BNB will come back online first"
X Link @TrenchBuddy 2025-10-11T21:03Z 7279 followers, 3642 engagements

"Quick update before its back to getting things ready"
X Link @TrenchBuddy 2025-10-12T17:13Z 7280 followers, XXX engagements

"One for getting back to 1m the other for when the perps bot drops. Both from @7eleven 🀣"
X Link @TrenchBuddy 2025-10-13T01:22Z 7281 followers, XXX engagements

"Signals ➑ Contracts ➑ Intents The perps bot trading engine has gone through TWO complete rewrites as Ive iterated on the core idea that determines whether you the user should be in a particular trade or not. Lets take a walk through that journey 🧡"
X Link @TrenchBuddy 2025-10-13T19:54Z 7279 followers, XXX engagements

"Signals: one size does NOT fit all The first iteration of the trading engine was very primitive and relied solely on the long/short/no action signals that were produced by the machine learning models every 2-3min. Each signal generated by the algorithm had a direction a take profit value and a stop loss value. The take profit and stop loss values for a given signal are based upon the algorithms confidence in that signal. Higher confidence means lower stop loss and higher take profit. With signals alone execution was as simple as: a pairs signal said to go long you go long. Once it said to go"
X Link @TrenchBuddy 2025-10-13T19:54Z 7279 followers, XXX engagements

"Contracts: user-specific but overly rigid In an attempt to account for per-user portfolio preferences and risk tolerances my next iteration of the trading engine used a concept called contracts. Instead of being an overall signal for a particular pair that applied to all users a contract was a version of that signal that applied to each particular user. Each time the algorithm detected a long or short entry for a pair each user subscribed to that pair would have a new contract generated just for them. That contract would take into account the amount of money in their portfolio the number of"
X Link @TrenchBuddy 2025-10-13T19:54Z 7280 followers, XXX engagements

"Intents: the best of both worlds After much thought I finally landed on intents. Intents which are also per-pair are like contracts in that they are per user-specific to their risk tolerances and the other pairs they are subscribed to. However they are also like signals in that they are continually updated as new information comes in. Every 2min every time the algorithm evaluated a pairs direction and confidence the intent would be updated with either enter if X/Y/Z or exit if X/Y/Z (if already in). Each signal when generated would give a separate sub-signal for someone already in a trade"
X Link @TrenchBuddy 2025-10-13T19:54Z 7279 followers, XXX engagements

"CHOOSE YOUR FIGHTER"
X Link @TrenchBuddy 2025-10-13T22:00Z 7279 followers, 4363 engagements

"Most traders fear liquidation. But pros know the real silent killer is ADL: when exchanges trim winning positions to cover losers. Agent NRKT's Auto-Releveraging feature keeps you out of the ADL line: it resets your exposure moves you to the back of the queue and keeps you in the trade. Stay in the trade. Skip the queue"
X Link @TrenchBuddy 2025-10-14T17:14Z 7279 followers, XXX engagements

"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"
X Link @TrenchBuddy 2025-10-14T18:30Z 7281 followers, 1838 engagements

"BTC Short signal generated X mins ahead of quoted tweet @ 18:25 UTC. go to copy contents of quoted tweet decrypt with passphrase 'justatest' to confirm. $TRENCH Perps bot cooks"
X Link @TrenchBuddy 2025-10-14T19:45Z 7279 followers, 1590 engagements

"anyone wanna guess which alt this is"
X Link @TrenchBuddy 2025-10-14T19:52Z 7279 followers, XXX engagements

"@interp0late brb delaying launch by a week to make waitlist for the waitlist πŸ˜…. kidding expect it by the weekend. a lot of i's and t's to dot and cross"
X Link @TrenchBuddy 2025-10-15T01:07Z 7280 followers, XX engagements

"Which launch are you more excited for $TRENCH"
X Link @TrenchBuddy 2025-10-15T23:24Z 7278 followers, XXX engagements

"@claudeai You look so dumb right now Standing outside my house Trying to apologize You're so ugly when you cry Please just cut it out And don't tell me you're sorry 'cause you're not Baby when I know you're only sorry you got caught"
X Link @TrenchBuddy 2025-09-09T03:55Z 7277 followers, 2260 engagements

"Just had the CEO of Bitcoin do me a favor so we can get nice juicy entries when the perps bot launches"
X Link @TrenchBuddy 2025-10-16T16:38Z 7277 followers, XXX engagements

"I love the smell of $trench in the morning 🍳πŸ₯“"
X Link @TrenchBuddy 2025-10-17T14:54Z 7277 followers, XXX engagements

"It's one thing to show you 200000 tokens with no context and try to flex that one of them was a winner it's another to give dead ass simple visual indicators that emphasize which are likely to be winners. TrenchBuddy does that. Let's look at $BATCAT for example. Not only did TrenchBuddy find $BATCAT at $23K market cap a mere X mins after creation but you would have : 1/ immediately known that it was only X% bundled and 2/ the % of bundle sold every XX seconds Even if you didn't understand bundle numbers a fat green checkmark above the coin would have confirmed it and you'd have seen its"
X Link @TrenchBuddy 2025-02-17T20:36Z 7278 followers, 1715 engagements

"I can support it Check out CLIProxyAPI which lets you use your codex Claude code qwen and Gemini subs with any OpenAI compatible client (pic is the droid devs trying really hard not to tell you since they understandably dont want to get in trouble). Works great with qwen + Geminis free tiers. That plus GLM $X sub will get you very far with droid"
X Link @TrenchBuddy 2025-10-17T16:45Z 7277 followers, XX engagements

"TrenchBuddy on BNB is now LIVE and better than ever For a limited time anyone with 500k $TRENCH now qualifies to see the latest BNB tokens Just select the BNB icon in the lefthand side"
X Link @TrenchBuddy 2025-10-18T17:47Z 7278 followers, XXX engagements

"despite the obvious market turmoil looks like memes have been steady heating up the past 3-4 days"
X Link @TrenchBuddy 2025-10-18T18:46Z 7278 followers, XXX engagements

creator/twitter::1863000660180074496/posts
/creator/twitter::1863000660180074496/posts