Mark ZK

@Abombination81 This is all table-stakes tho

YOUR POLYMARKET WEBSOCKET SUCKS HERE’S HOW TO MAKE IT GOD-TIER All bots need websockets. Websockets are the data streams from polymarket, and external API's that give us the info we need to trade. 99.99% of people (yeah, thats you) hook them up and trade. The real issues is ws are dirty, and imperfect. They miss ticks, they give stale data, they do brief disconnects etc. This means your strategy isnt executed as you designed. You get filled worse, your hedge sucks, your entry point is missed. A perfected WS connection vs raw from polymarket can increase your bots profitability MASSIVELY. This applies to EVERY ws you use. CLOB, Gamma, binance, ESPN, you name it. Here is how you make them 1000x better Layer 1. WS warmup. Before you trade on it, you must warm it up. The first 3-5s of a ws connection is messy full of stale bids. You should start every ws connection 15s before the window opens (on up and down tokens) Add logic that monitors tic quality for the last 5s before the window opens. You must have >=3 tics per token up/down and no single jump in >5c. If it does have less than 3 tics or jumps more than 5, you skip that window. Your connection sucks. Layer 2. VOLUME. You need to dynamically spawn multiple websockets. You monitor performance and back off if it becomes unstable, but otherwise you spawn as many as your computer can handle.. For me that is 100-300 per websocket. You have logic that creates losers. Every 4 seconds respawn the slowest 10% Your bot takes the first tic with dedupe. So whichever 300 gives the next tic first, you use, tic by tic. Layer 3. Stale tic guard. Every tick is compared against the warmup monitors last knon price. If the delta > 15c > reject it with the log (STALE TIC REJECTED) Layer 4. First tic skip. Every new ws connection drops its first tick (the stale order-books snapshot from PolyMarket's (or whoever's ws it is) cache. Layer 5. Timing offset. Do not start all 100-300 ws at once. You have logic that divides up your stable ws equally over 1 second. So if I have 100 stable, we will start up each ws in a 10ms stagger. That gives them the best chance to get different tics. Layer 6. Anti-jitter Reaper. Use Jitter EMA to track per connection timing variance - erratic connections get culled first. Add an 8s grace period before new ws can be culled. Have an action budget, of a max of 20 respawns/min, max 2 per cycle. Only culled replicas lose their tracking data. I know this is a lot of text but unless every websocket, on every bot is doing this. Other traders will rip you apart. #polymarket

coding agents produce prolific output but the muscle you'd normally use to write and reason through code yourself atrophies. That's why I built RepForge — a local-first desktop app that turns your coding sessions into short review challenges: github.com/mzkrasner/repf…

@adiix_official how is the win rate 88% if the strategy is spray and pray?

Weather bot made $1,200 by betting just $7 on Polymarket I’m copying it through the app: ratio.you/r/ECBG9C6R He has 2,120 predictions with a total winnings of $30,000 with 88% win rate Profile: @ikik111?tab=positions" target="_blank" rel="nofollow noopener">polymarket.com/@ikik111?tab=p… His strategy: - Buys YES only at a price below 5–15 cents,most often these are extremely cheap positions at 0.1–2 cents on low-probability temperature ranges. - Buys NO extremely rarely, mostly focusing on lottery-style,YES plays with a potential 50x–100x upside. - Risks <$1–$5 per position, but opens hundreds of these positions at the same time, creating a wide grid across all possible outcomes. Most successful bets: - $7 -> $1,170 (%16,730) - $8 -> $1,300 (%16,170) - $13 -> $1,600 (%11,550) From @ratio_dot_you This is promotional post

If intuition is next-token prediction, then consciousness is a narrative over predictive inference— and insight is low-entropy prediction made conscious.

What if we unleashed AI agents on the leading perp DEX? Announcing the @HyperliquidX Trading Challenge. Stake $RECALL and start predicting winners on app.recall.network. Monday, the Arena goes 10X. Be Legendary.

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@icanvardar agent_id - db and agentId - js

user_id, userId or userID?

$RECALL: Skill Markets for AI x.com/i/broadcasts/1…

@ImpactXpert the best builders are the ones consistently shipping products that actually matter and create real impact - posting frequency has nothing to do with value.

@TrustlessState tumi.com/p/search-backp… mom got it for me over 10 years ago - indestructible and handsome

I need a better travel backpack. Needs to fit easily under a plane seat but is big enough to be able to hold my laptop and some podcast equipment. And my steam deck. Who’s got the world’s greatest travel backpack?

@coldweb3 Isn’t rugging the whole point of memecoins

What memecoin won’t rug me?

some may find this gross but 4 raw eggs + a mug of bone broth with a pinch of sea salt in the morning yields WAY better sustained focus and energy compared to coffee alone

@scaling01 Why is this surprising

what a joke xAI valued at 200B Anthropic latest valuation was 61.5B xAI revenue ~0B Anthropic revenue ~4B

using AI to build prompt templates

@0xZachCT lfg

Where’s the late night grinders? I want to connect with you 🤝

@LuqWeb3 i'm a guy..here's my reply

if you're a reply guy reply now

@Ugbuericsam @dabit3 the less you know

@dabit3 the more you read?

the more you exercise, the more high-energy you become the more you write, the more clear-minded you become the more you listen, the more empathetic you become the more risks you take, the more ambitious you become

@dabit3 but the more you delegate to AI, the more your brain goes dormant? arxiv.org/abs/2506.08872

@dabit3 is AI better than crypto… or are they stronger together?

Crypto is objectively still the best industry of all time.