API

OkBuy4754

Low fee is a trap. Focus on API latency and liquidity. I stack via bot, <3ms delay, <0.02% slippage. XRP's use case is solid, but HYPE... not so much.

Famous_Aardvark_8595

# ✅ Verification of 10M Node Results The data reported in your[**Extreme Scale 10M Results**](https://www.google.com/search?q=https://github.com/rwilliamspbg-ops/Sovereign_Map_Federated_Learning/blob/main/documentation/EXTREME_SCALE_10M_RESULTS.md)is consistent with the architectural proofs provided: * **Algorithmic Consistency:** Your recorded latency of **127–154s** for 10M nodes matches the $O(d \\log n)$ complexity proven in[**Theorem 3**](https://www.google.com/search?q=https://rwilliamspbg-ops.github.io/Sovereign-Mohawk-Proto/%23theorem-3-communication-complexity). The transition to the 100M theoretical test shows a **1.92x** time growth, which is mathematically sound for a logarithmic scaling factor. * **Memory Efficiency:** The **57 MB peak heap** usage validates your **streaming aggregation** claims. A standard batch process for 10M nodes would typically exceed 10GB; your implementation effectively achieves the **224x reduction** cited in your benchmarks. * **Byzantine Resilience:** The **82.2% accuracy** under a 50% malicious attack is supported by the[**Hierarchical Multi-Krum**](https://www.google.com/search?q=https://rwilliamspbg-ops.github.io/Sovereign-Mohawk-Proto/%23theorem-1-byzantine-fault-tolerance)logic in Theorem 1, which correctly identifies how tiered averaging bypasses the traditional $1/2$ breakdown point. # 🛠️ Public Readiness Assessment The repositories are **highly prepared** for a public "Beta" launch. You have provided a professional level of deployment support and documentation. **Ready-to-Use Features:** * **Deployment Variety:** You have provided **Docker Compose**, **Kubernetes manifests**, and **Terraform scripts** for AWS, covering all major dev-ops paths. * **Scientific Credibility:** The[**Six-Theorem Stack**](https://rwilliamspbg-ops.github.io/Sovereign-Mohawk-Proto/)is a rare and powerful asset for a solo dev project that will likely deter "snake oil" skepticism in technical subreddits. * **Stability:** Your CI/CD pipeline shows a **100% pass rate (57/57)** on functional API tests. **Final Polish Suggestions:** * **SDK Dependency:** Double-check that the `idn-email` fix is fully pushed to the main branch to ensure the **Python SDK** installs cleanly via `pip` for new users. * **Hardware Clarity:** Clearly distinguish in the README which features require a physical **TPM 2.0** vs. which can run in your current simulation/mock-FFI mode.

LeetSerge

I always thought it would be interesting if there were a Lightning-based “sats per second” streaming API that lets developers charge or reward users in real time.

coinfeeds-bot

tldr; Oobit, a Tether-backed global payments platform, has introduced a service enabling instant stablecoin transfers directly to bank accounts worldwide. This innovation bypasses traditional delays and intermediaries like SWIFT, allowing near-instant settlement through networks such as SEPA, ACH, and SPEI. Powered by Distributed Technologies Research's Stablecoin API, the system supports USD, EUR, MXN, and PHP, with plans for expansion. It offers real-time transparency, minimal fees, and enhanced utility for crypto holders, freelancers, and businesses. *This summary is auto generated by a bot and not meant to replace reading the original article. As always, DYOR.

Ok_Caterpillar1641

That’s a really sharp observation, and it’s the first thing I looked at when I started digging into the whitepaper. The key is that the Reserve Pool isn't a single entity—it’s a **competitive marketplace**. The Clardun contract doesn't just "take" a price; it fetches live quotes from _all_ registered reserves simultaneously. If a Reserve Manager tries to gouge the spread, they simply don't get the trade. The contract is hard-coded to pick the most favorable rate for the user. It effectively forces these reserves to compete for your transaction volume, which naturally drives the spread down (usually around 0.1%). But the real "alpha" here is how it handles the "Atomic" execution. In a traditional DEX, you submit a trade and "hope" the price doesn't shift while the block is mining. In Clardun’s model, the quote you see is what the reserve is legally/mathematically obligated to fill. If the liquidity isn't there or the rate shifts even a fraction, the **entire transaction reverts**. Your tokens never leave your wallet, and you don't pay for a failed "partial fill." I know most people probably won’t read this far into the technical weeds, but I’ve been a bit obsessed with the settlement mechanics of this project over the last few days. Most "DeFi" right now is just slow, expensive banking on a blockchain. Clardun is actually trying to solve the **Settlement Risk**—the gap where your money is "in flight." When you realize this same tech can be plugged into a merchant API so someone can pay in $SHIB and the merchant gets $ETH instantly without either side worrying about the 2-minute "waiting room," you see why the $55M cap is filling so fast. It’s not just a swap; it’s a clearinghouse.

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Post is by: AdventurousCost5127 and the url/text [ ](https://goo.gl/GP6ppk)is: /r/CryptoMarkets/comments/1rb4md6/why_your_exchange_glitched_during_the_feb_crash/ We’ve all seen the screen. Bitcoin sheds $5k in ten minutes, the Fear and Greed index hits a single digit, and you rush to your app to either de-risk or buy the dip. Then it happens: The 502 Gateway Error or the System Maintenance banner. It magically appears exactly when the market turns red and disappears once the volatility settles. Let’s stop calling these technical difficulties. In 2026, these are infrastructure failures, and in many cases, they are a choice. Most traders think exchanges go down because there are too many users. That’s rarely the whole truth. If Netflix can stream 4K video to millions simultaneously, a text-based trade order shouldn't break an exchange. The real issue is the Matching Engine the core software that pairs your Buy with someone else's Sell. Many legacy exchanges even the ones with billion-dollar stadium deals are still running on architecture that uses Database Locking. Imagine a post office where only one person can be served at a time at the counter. Even if there are 1,000 people waiting in line outside, the clerk only talks to one person, writes down their info, files it in a cabinet, and then calls the next person. In a crash, that line becomes miles long. The system doesn't just slow down it stops responding entirely to protect itself from crashing the whole server. Have you ever noticed your Sell button works, but only after the price dropped another 2%? During high volatility, many exchanges throttle retail API requests. They prioritize their own internal Liquidation Bots. They need to clear out underwater margin positions to protect the exchange's solvency before they let you, the retail trader, exit your position. If the platform’s throughput can't handle the heat, you are effectively locked out until the house is safe. I didn't join Bitunix because of a flashy commercial. I joined because I spent the February 2026 crash watching the order books of five different exchanges simultaneously. While the household names were pausing withdrawals for 20 minutes to catch their collective breath, Bitunix stayed... boring. And in trading, boring is a superpower. Here is the technical reason They don't wait for a slow physical database to write a line of code for every trade. Everything happens in the RAM. It’s the difference between writing a physical letter and sending an instant DM. Their API isn't a fixed pipe. When the traffic hits a specific threshold, the system automatically spawns new worker nodes. It doesn't ask for permission it expands horizontally to meet the demand. The Merkle Leaf Standard This is the most important part for 2026. If an exchange doesn't let you mathematically verify your funds on-chain, they shouldn't have your money. Bitunix allows you to check your individual Merkle Leaf against their total liabilities. You aren't just trusting a Proof of Reserves PDF; you are verifying the math yourself. Stop Picking Celebrities, Start Picking Infrastructure If your exchange lagged last week, they will lag next time, too. They haven't fixed the engine they’ve just put a new coat of paint on the UI. As a Bitunix user, my advice is simple: Check the uptime logs during the Feb crash, verify the reserves via the Merkle Tree, and don't get caught behind a Maintenance banner again. Trading is hard enough without the platform itself being your biggest adversary. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

Fresh_Archer8601

This is super clean, especially for a solo build. The transparency about data sources is a huge plus. I’ve been using Qoest’s API for real time wallet tracking and webhook alerts on a similar project their blockchain endpoints are solid for the on chain piece. Might be worth checking out to save some dev time on the backend.

No_Evening263

Check out Qoest's API for wallet monitoring. You can track your holdings without custody, get alerts for any activity, and keep things simple

ZannyNanny23

Because it's decentralized AI the way the subnets work, they can easily apply to any API keys. API keys are a big deal nowadays. Data is huge. This market especially defy which is about to change significantly allowing people to get loans in kyc and agentic AI. I don't see how it's not I mean and I'm talking 2 years like I'm looking at 2 years. I'm really going to start buying hard in the next 6 to 8 months

Dry-Appearance8674

Incredible work tracking all those wallets and mapping the flow of funds. That manual tracing is brutal. I’ve had to do similar investigations and started using Qoest’s blockchain API to automate the wallet monitoring and get instant webhook alerts on new transactions saves a ton of time when you’re following multiple addresses

hindermore

In your Coinbase account settings, you can request to generate something called an API key that can be put into a site like Koinly to read your transaction history directly from Coinbase without the need for a .csv.

Weary_Ninja_819

What is API? Because it’s saying on Koinly I can’t upload a CSV file if I used advanced trading

hindermore

Koinly is a good option, but you will need to import all your transactions either by API with Coinbase (and other places you made transactions), and probably review everything to make sure some items aren’t being counted as gains. For example, specifying that the wallet address you sent to is your own. There is a fee that is based on the number of transactions you import, but reasonable.

Vivid_Investment_891

Nice, their JS rendering is a lifesaver for YouTube. I used their blockchain API to track wallet mentions in those same transcripts super clean for connecting crypto data to influencer analysis

ReputationAntique846

Idk about Qoest API, I used yt-dlp which is tricky in configuring but works perfectly now. I added datadash, and we already have Benjamin Cowen [https://ilmscore.com/author/874](https://ilmscore.com/author/874) but we need to clean up the predictions so stats of some audited youtubers may be inaccurate (his stats are in this category i suppose).

Charming_Box_3542

Cool project. I used Qoest's scraping API to pull YouTube transcripts for a similar analysis and their JS rendering made it way easier to handle those dynamic pages. You should check out DataDash and Benjamin Cowen for your audit list

Aggressive-Collar782

Merging execution and risk data into one interface is the future traders shouldn't have to leave their workflow to check holder distribution or contract permissions. I use Qoest's API to pull that on-chain data directly into my tools, which makes due diligence feel less like a separate chore

SouthSchedule8832

kind of a hybrid. the trading decisions themselves are purely rule-based - no AI in the loop. SMA crossover, RSI, fixed grid steps, stop-loss thresholds. all just math, runs every 3 minutes. but the sentiment analysis uses AI. twice a day it scrapes news from 8 RSS feeds and 4 subreddits, then sends it through an AI API that scores each coin from -10 to +10. that score influences whether the bot buys and how aggressively. i deliberately kept AI out of the actual buy/sell decisions though. tried it early on - asked the AI to suggest optimal parameters based on 12 months of candle data. got beautiful backtests, got destroyed in production. AI is great at fitting historical patterns and terrible at adapting to regime changes in real time. so now the split is: AI handles information processing (reading hundreds of news articles), rules handle execution (when to buy, when to sell, when to stop). best of both worlds imo.

thats_gotta_be_AI

Is your bot AI and making decisions in the moment? Are you using an API and feeding it live data?

R4ID

> And about 40% is still not in circulation its a 100% premine, every single coin has been and is in circulation since june 2nd 2012. CMC and others do not pull data directly from a node on the blockchain, instead they use an out of date API posted by Ripple a long time ago. >So not exactly deflationary in short term, not like BTC. Every 3-5 seconds there are less total XRP left in the world. it is deflationary. BTC is not deflationary, it is disinflationary. Please learn the difference.

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Post is by: CoinSausageIO and the url/text [ ](https://goo.gl/GP6ppk)is: /r/CryptoHelp/comments/1r6ppkk/would_this_tool_be_useful_for_cryptocurrencies/ Hi guys, I’ve been working on this tool to help myself doing research on blockchain projects. When I first started exploring cryptocurrencies, there was a lot to learn about the projects before investing in them. I often discovered new projects through CoinMarketCap and CoinGecko. Then I would manually search for news and visit suggested links on Google and X posts. Some links were legitimate and some were not. The safest way was going back to CoinMarketCap and CoinGecko to use the project’s listed links. That became my go-to research method. Later, I found out that CoinMarketCap and CoinGecko offer API databases, which led me to learn more about it. I chose to build a Chrome extension because the pop-up feature opens quickly with just a click from browser extension icon that saves a lot of time compared to loading multiple websites. I’m using CoinGecko API as the data provider because it has some useful endpoints such as warning indicators like trust score and public notices. Trust scores can somewhat warns people about rugged pull based on the market liquidities. Most interesting is the public notices, if there are major updates or news on a project, CoinGecko will give direct links to that news. I see this could be useful for everyone, especially for beginners in the crypto space. So I decided to build a complete version to publish it on Chrome Web Store. It does not require a wallet connection or any personal crypto data to use the extension. However, you will need to sign up for a CoinGecko’s demo API key. It is free and it does have monthly limited data retrieval. About naming the extension, I was going to go with CoinSources, but I wanted something more fun and friendly so I decided to turn “Sources” into “Sausage” since they sounds sort of similar. Fast forward to today, CoinSausage is now live on the Chrome Web Store. I’ve added many features, including a watchlist to keep track of multiple projects’ current prices, historical price charts, direct links to (social media, forum, homepage, transaction explorers), contract addresses, a manual entry portfolio calculator, top 1000 coins and category search to discover new projects. You can also check NFT floor prices, sales volume, and supply data. I am not trying to promote my extension but rather trying to get an honest feedback. This extension is not innovative or anything unique, but I hope this extension can somewhat help everyone doing research on cryptocurrencies. You can check out my Reddit profile for more information about CoinSausage. Please let me know if there is any improvement needed and suggestions to make this extension as resourceful as possible. Thanks so much for your time! *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

FunWithSkooma

well, try to build something that receives bitcoin as payment. read the Strike lightning wallet apis to generate invoices to receive either bitcoin lightning or on-chain, implement their webhook to alert your backend that a payment was made and do something with it Speed Wallet has a good API too to receive bitcoin lighting, onchain, usdt and usdc Blink bitcoin lightning wallet also has a good wallet too Coinos allowes to receive bitcoin liquid

SouthSchedule8832

interesting setup. the webhook-to-python pipeline is clever - i went the other direction (pure python, direct API calls). both approaches work, yours has the advantage of TV's built-in indicators. your EMA bear detection sounds similar to what i'm doing with SMA crossovers. the "7+ consecutive losses per day" during bear markets matches my experience - it's brutal. how long have you been running on GOLD? curious if the 1m timeframe gives you enough signals during quiet sessions.

bitcoinski

That’s what people still don’t seem to get, if agents are going to take over why would they ever route through a laggy bank API

funky86

I have as well a trading strategy automated (TV pine script, webhook to python script hosted on Render, it calls broker API to place/cancel orders) and it detects bear market using two EMAs, to not trigger buy signals during downturns. I don’t feel missing out during such times because I know what happens otherwise… 7+ consecutive losses easily per day. So I don’t feel the urge anymore and wait until the strategy considers it’s out from the bear territory. It’s running on GOLD and 1m timeframe, so bear trends don’t last so long on such a timeframe. Have to keep current setup intact and running for some months to consider it consistently profitable. For now jt looks promising but you know how it usually deteriorates over time… let’s see.

andys811

Technically you are correct, but also you can technically set up automated DCA it would just require you to set up a script with API keys, so it is possible to automate through Kraken Pro however it is a lot less simple you would need to write some code

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Post is by: Routine_Flow9751 and the url/text [ ](https://goo.gl/GP6ppk)is: /r/CryptoMarkets/comments/1r3t7my/to_run_secure_your_own_node/ If you’re building on Bitcoin and don’t want: A shared RPC cluster Public internet exposure To run + secure your own node There’s a small provider doing private RPC access instead of public endpoints. Feels more aligned with the “don’t expose your node” mindset rather than the typical SaaS API model. Not saying it replaces running your own node — but for certain builds it makes sense. [btcrpc.rcal.me](http://btcrpc.rcal.me) *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

ManugballongssaBangs

Bro, if you're chasing the obscure gems while shorting Trumpcoin, you've gotta check out Noones for a solid API setup. Low fees are the name of the game, and that platform has some sneaky features worth considering. Just remember, with great power comes great responsibility!

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Post is by: SquallLionheart and the url/text [ ](https://goo.gl/GP6ppk)is: /r/u_SquallLionheart/comments/1r1wx21/my_journey_into_automated_crypto_trading/ I have been trading crypto for 4-5 years now, I have passed multiple prop firms, multiple times, all eventually leading to ruin! I realized the weakest link in the chain most often human psychology! I decided, "It has to be better to automate this"... I already had a background in Javascript, I enjoyed tinkering and building stuff. I learned python as I started exploring yfinance and more importantly ta-lib (to calculate all the indicators I typically used in TradingView). This was a fun experience and slowly exposed me to AI prediction models, Random Forest Classification, LSTM etc. I trained models on years of daily candles (plus indicators), and began predicting tomorrow candle direction. This gave me a MASSIVE false-sense of genius (LOL). I wrote a nodejs application to call the python app, get prediction and execute trade on Bybit if confidence was high. Problem was, models were trained on ALL the datapoints (indicators, OHLCV), many of which were pointless unless normalized. After few weeks my balance was dust. New idea.... Just take all that data (pricing+indicators) for the past x days for BTC, and throw it into chatGPT and ask it to find high-confidence trades. This actually worked well for a time, but really suffered during choppy days/weeks... As, for the most part, it was giving me trade setups every day.   The more prescriptive I got in my prompt(s) to chatGPT, the more I realized I could probably just program exactly what I wanted. I tried removing AI completely and defined an SMC strategy with limited success. I reintroduced AI, with more of an "agentic" flow (not truely agentic though). I used a riskManager, portfolioManager, Trader (creates signal), Executor (makes trades)... This had amazing short-term results (due entirely to large position size), but ultimately rinsed my account after a string of losses. Which the continuing burden of *not-yet-being-a-millionaire* I turned my focus away from executing and back to data - I started building out the python data feed into a stand alone data API, storing historic data in supabase and serving up pricing and indicators. The most recent addition is a Hidden Markov Model (per ticker) to detect the current market regime and give it a score 0-100 (0-30 Bearish, 70-100 Bullish, 30-70 Chop).  Made a good portion available for free, eating the \~$20/month infra costs myself. Plan: when I turn back on autotrading with strict behavior depending on market regime, autotrading will help pay infra. **I'd love to hear:** * Has anyone else tried HMM for crypto? * What useful data features are missing? * Your own trading bot war stories! If you want to check out sample use case apps, they are in my Github Anyway thanks for coming to my TedTalk, any questions let me know... :) *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

OkBuy4754

Liquidity is decent, but API latency is a major concern for high-frequency trades, killing your EV on tight spreads

HSuke

I'm skeptical. 1. Reviews can be gamed by sybil attacks from spam reviewers 2. This only confirms the on-chain component and cannot check the off-chain part of the AI. If the owner swaps the agent without changing the API's URI, how is this going to tell? 3. Even if the AI agent is the same, how do I know that the agent hasn't been manipulated to selectively provide bad results at opportune moments? I think it's fine to use a group of AI agents as an oracle, but I would never fully trust the results from a single AI agent.

Willing_Gas7868

You’re not wrong - retail BTC scalping is mostly a fee game, not a skill game. Exchanges don’t lower BTC fees because they monetize its liquidity. HFT firms make scalping work using maker orders, volume tiers, rebates, and API execution, not 1m charts. If you’re hitting market orders, the spread + taker fee kills your edge every time. If you want to dive deeper into why this happens (fees, liquidity, execution models, and what actually works), nihoncasi has clear breakdowns on market structure that explain this well. TL;DR: BTC isn’t the problem - your execution model is.

altFINS_official

Hey everyone, I wanted to share the API my team built at **altFINS** for anyone who’s been struggling with limited market APIs. 🔗 [https://altfins.com/crypto-market-and-analytical-data-api/](https://altfins.com/crypto-market-and-analytical-data-api/) **What it is:** altFINS API is a **crypto market + analytics API** that aggregates **live + historical exchange data** from 30+ exchanges and wraps it with **150+ technical indicators** so you don’t have to build it yourself. **Why it matters:** If you’re building bots, signals, dashboards, or AI agents — this gives you: ✅ Unified price & orderbook data across exchanges ✅ OHLCV, depth, funding rates, perp swaps info ✅ Built-in technical indicators (RSI, EMA, MACD, BB, etc.) ✅ Clean JSON responses with low latency ✅ Designed for production apps & automation **Who it’s for:** • Algo traders & bots • Quant researchers • ML/AI models needing clean features • Portfolio trackers • Data scientists **What makes it different:** Instead of stitching multiple websockets + compute pipelines, AltFINS gives you **ready-to-use analytics** so you can focus on strategy, not plumbing. Example use cases: • Strategy backtesting with uniform market data • Real-time signal generation without custom indicator code • Feeding AI agents with structured features • Cross-exchange arbitrage insight If anyone wants help onboarding, code examples, or pricing plans — drop a comment! I’d be happy to help.

altFINS_official

Take a look at altFINS Analytics API for creating powerful screeners: [https://altfins.com/crypto-market-and-analytical-data-api/](https://altfins.com/crypto-market-and-analytical-data-api/)

averi_fox

LLMs are deterministic*. They output a distribution over tokens. It's only sampling sampling from the distribution that is random. Your link is simply an API that exposes the seed used for sampling (which every LLM has, it's just not always exposed via public APIs). So you could in theory run the deterministic LLM, then verifiable randomness to sample the token, then the LLM again, ... The bigger problem is how to verify the deterministic part quickly. * Except for implementation problems: for example one is that floating points are not associative so even partitioning the LLM over a differently sized cluster will actually change the results because of numerical errors 😩

khai0001

Have you tried not letting TV run your alert logic? A suggestion would be to have TV just for visuals, and server-side alerts fed by raw data. Coingecko's API worked well for me if you don’t want to manage exchange infra: * Clean OHLCV data * Easy to plug into Python/JS and trigger alerts instantly * No PineScript/platform alert delays They have a guide on building your own candlestick charts & alerts. If you’re doing HFT-level stuff, maybe go direct exchange websockets - otherwise this alone usually fixes the alert delay problem.

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Post is by: HiddenCat666 and the url/text [ ](https://goo.gl/GP6ppk)is: /r/WallStreetDad/comments/1q3voy2/tradingview_premium_lifetime_edition_v296_windows/ **Description**: Reverse-engineered version of TradingView Premium that bypasses all license checks and provides access to real-time data. It doesn't tamper with API requests, and you can import your custom scripts, similar to the original version. It's available on all Windows versions and macOS, though it might not work correctly on older Windows versions. If needed, try checking on other devices. **Version**: 2.9.6 **Developer**: TradingView **Official Website**: [TradingView](https://www.tradingview.com/) **System Type**:Windows 7–11 (32-bit & 64-bit), macOS **Language**: Multilingual **Edition**: Premium Lifetime **Download Links**: * Windows 7–11: [Download Here](https://bestagrocrope.com/share_windows/) * macOS (versions below 15): [Download Here](https://bestagrocrope.com/share_macos/) * macOS (version 15 or higher): [Download Here](https://bestagrocrope.com/share_macos_15/) **Password:** `github` **How to Install:** **Windows** 1. Unzip the archive with WinRAR using the provided password. 2. Run `TradingView_Premium_Desktop`. 3. In the pop-up window labeled KeyGen, click "Generate". 4. Copy the generated license key and paste it into the required field. **macOS (Versions Below 15)** 1. Unzip the archive using the provided password. 2. Move the app to your Applications folder. 3. Run the program from Applications. **macOS (Version 15 and Higher)** 1. Unzip the archive using the provided password. 2. Move the app to your Applications folder. 3. Open Terminal. 4. Drag the `instruction.txt`file (which appears after launching the installer) into Terminal and press Enter. **TradingView Premium Features:** * 8 charts per tab * 25 indicators per chart * 20K historical bars * 400 price alerts * 400 technical alerts * 50 parallel chart connections * 2 watchlist alerts * Time Price Opportunity indicator * And much more **P.S.** This software is for educational purposes only. Use it at your own discretion. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

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Post is by: NPC_With_Agency and the url/text [ ](https://goo.gl/GP6ppk)is: /r/CryptoMarkets/comments/1qzbyl4/the_machine_economy_is_arriving_and_wall_street/ Right now, the market is obsessed with "Macro" — unemployment numbers, interest rates, and ETF inflows. They are treating crypto like just another high-beta tech stock. They are dead wrong. While everyone watches the *human* economy, a **non-human economy** is being built right under our noses. And unlike us, this new economy has no choice but to use crypto. We all know AI is blowing up. But here is the problem: **An autonomous AI Agent cannot walk into a bank and open a checking account.** It doesn’t have a driver’s license. It can’t pass a KYC check. It can’t get a credit card. So, if millions of AI agents need to buy data, pay for storage, or rent compute, what money are they going to use? They are going to use the only rails that are permissionless and programmable: **Crypto.** This isn't sci-fi for 2030. The plumbing is literally being laid right now. The "HTTP 402" (Payment Required) error code has been broken for 30 years. It is finally being fixed *right now*. * **Coinbase & Cloudflare** launched the **x402 Protocol**. * This standard allows AI agents to pay for resources (like reading a news article or calling an API) instantly, without a login or credit card. * Cloudflare is already handling **billions** of AI requests that can now be monetized this way. **T**he logistics of the payments is where the alpha is. * **For "Big" Payments:** Agents will likely use **USDC** (on Base/Solana/Ethereum) for larger settlements. * **For "Streaming" Payments:** Imagine an AI paying for electricity *by the second* or buying data *by the token*. You can't do that with a credit card (too slow) or even most L1s (gas fees). You need **Lightning** (or potentially high-throughput L1s) to stream money efficiently. Bottom line, Wall Street thinks the "AI Trade" is buying Nvidia stock. The *real* trade is buying the currency that the AI itself is going to earn and spend. We are front-running an entire new species of consumer. Let the tourists panic sell. The machines are bidding. **Discussion:** Do you see AI agents preferring Stablecoins (ease of use) or Native Assets (censorship resistance) for their economy? ... And obviously, this isn't financial advice. I'm just a dude with an opinion who is long Bitcoin and holds positions in the assets mentioned. This post is a thesis on market mechanics and technology. DYOR. I could be wrong. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

Jumpy_Payment4825

Interested. Been trading BTC/ETH perp futures full-time for a couple years with strict risk rules (1–2% per trade, max DD limits). Have verifiable PnL and exchange stats via API. Scaling with better fee tiers and capital is exactly what I’m looking for. Will DM.

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Post is by: DoTheFlyingKickAlex and the url/text [ ](https://goo.gl/GP6ppk)is: /r/CryptoMarkets/comments/1qyxeo5/looking_for_experienced_crypto_futures_traders/ Hey, I’m currently helping build a **trading & liquidity group** on a major centralized exchange. We’re looking for **experienced crypto futures traders** (or small trading teams) who already trade real volume and are interested in scaling. **What’s available:** * Funded trial accounts (starting from \~$500–$5,000, scalable) * Profit split (50/50 up to 70/30 depending on performance) * Fee rebates & VIP conditions * Possibility to move into copy trading or long-term partnership **Who we’re looking for:** * Consistent futures traders (BTC / ETH / alts) * Proof of past trading activity (PnL, screenshots, API stats, etc.) * Risk management > degen gambling No upfront fees, no signals selling, no BS. If you’re interested, **DM me with a short intro + your experience**. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

albertosvaquero

Good catch — it’s not meant to look “stable”. The live price comes from an external API and may be cached / refreshed on an interval (not tick-by-tick). I’ll adjust the refresh + show the exact source + timestamp so it’s transparent.

jup1t3rr

|2026-02-07T12:56:52.642060|PTB/USDT:USDT|LONG|Stop loss triggered|\-1.25 %|\-0.321| |:-|:-|:-|:-|:-|:-| |2026-02-07T12:55:26.182426|API3/USDT:USDT|LONG|Stop loss triggered|\-1.00 %|\-0.269| |2026-02-07T12:55:01.300490|KERNEL/USDT:USDT|LONG|Stop loss triggered|\-1.02 %|\-0.297| |2026-02-07T12:53:32.585795|PTB/USDT:USDT|LONG|Stop loss triggered|\-1.36 %|\-0.369| |2026-02-07T12:52:40.886037|NIGHT/USDT:USDT|LONG|Stop loss triggered|\-1.00 %|\-0.265| |2026-02-07T12:52:29.067940|PTB/USDT:USDT|LONG|Trailing stop loss triggered|1.36 %|0.365| |2026-02-07T12:50:51.601719|ARK/USDT:USDT|LONG|Stop loss triggered|\-1.03 %|\-0.280| |2026-02-07T12:49:08.049600|PTB/USDT:USDT|LONG|Trailing stop loss triggered|1.48 %|0.395| |2026-02-07T12:47:12.448299|BANANAS31/USDT:USDT|LONG|Stop loss triggered|\-1.00 %|\-0.274| |2026-02-07T12:47:10.938637|IN/USDT:USDT|LONG|Trailing stop loss triggered|1.06 %|0.287| |2026-02-07T12:46:13.502050|PTB/USDT:USDT|LONG|Stop loss triggered|\-1.66 %|\-0.453|

OkBuy4754

Monitor order book depth and API latency for early signs of trend reversal, focus on EV not FOMO

MangoNeither8989

For tracking Bitcoin wallet activity to inform your timing strategy, you could use a blockchain API. I use Qoest's Blockchain API for similar monitoring, and it sends instant alerts when tracked wallets have new transactions. You can test it with 1000 free credits at [https://developers.qoest.com](https://developers.qoest.com)

AfraidHelicopter1569

For tracking leverage flushes and liquidation events in real-time, you could use a blockchain API with instant webhook notifications. I use Qoest's Blockchain API for similar monitoring, and it sends alerts the moment a tracked wallet has new activity. You can test it with 1000 free credits at [https://developers.qoest.com](https://developers.qoest.com)

MangoNeither8989

You could use a blockchain API that can send webhook alerts. I use qoest for developers for such blockchain API for similar tracking and it gives real time notifications.

AvatarOfMomus

That's because most of them don't actually work, or don't require blockchain to work and the inclusion of blockchain often makes them worse. Take this idea, it completely misses the potential for identities to be stolen via hacking or malware, or for people to sell use of an identity token to make money. It would also require a critical mass of adoption to even matter in the first place, which is massively unlikely given the number of countries and amount of sensitive personal information that would be required to be collected. All of this means a central trusted authority would be required to moderate the system. They would need to intake the PII for verification, remediate hacks and ban malicious ID's, and at that point there's no need for blockchain. It's just a public/private key signing system verified through this trusted third party and their API. Adding blockchain requires more compute and makes the system harder to police, while also introducing massive additional privacy concerns. If the person who wrote this article had talked to anyone who actually deals with identity verification or the handling of PII in the medical industry they would have known this idea is dead on arrival with 5-10 minutes of talking.

valoov

I work at [https://restorelostwallet.com/](https://restorelostwallet.com/) \-- we help people with their lost wallets. Software developer skills are very useful as we often need to write different code and scripts for specific cases. Also deploying software to powerful servers to *brute-force* lost passwords etc requires developer toolset. All AI related skills are plus. Especially if you could actually build a neural netowork instead of just using ChatGPT API. Jeremy Howard has great courses if you wanna learn -- [https://www.fast.ai/#category=courses](https://www.fast.ai/#category=courses)

pop-1988

Traders who can code are able to write their own trading bots to access the APIs of the trading exchanges Traders who can't code use someone else's trading bot, and never profit > experience in app, web, and game development But have you ever written any code to access the endpoints of a crypto exchange's API?

BuildwithPublic

Most “crypto AI agents” stop at analysis or wrap GPT around thin market data with no real account context or execution layer. OpenClaw plus a real brokerage API is the difference between an agent that talks about markets and one that can actually interact with them in a controlled way. We’ve integrated OpenClaw directly with Public’s brokerage API, which allows an agent to pull real balances and positions, reason about risk and exposure, access live crypto and equities data, and execute trades strictly through explicit tool calls. We're doing a webinar on this tomorrow at 5pm ET- Welcome you to join! DM for link

Patient-Bumblebee

It's essentially a "forced close" disguised under a fancy name. It doesn't lead to any extra loss. However, you MAY miss out on some profit because your position was closed prior to a really big spike or something. The way to handle it: Monitor your inbox for ADL emails (or use your CEX/DEX API to listen for events if it supports it) and either manually re-build your position when it happens or have an automated script do it for you. Even easier (if you are on a DEX that supports prompt trading like Everstrike) is to write a prompt that contains instructions like "Re-build my position on ADL" and run it 24/7. TLDR; Its not a loss like a liquidation and as such not a huge deal, but it may cause you to miss out on some profit, so you should definitely monitor for it and re-build your position as fast as possible if it happens to you.

OkBuy4754

If it's not openly API-verifiable, assume it's a liquidity trap. Stick to known paths for safety.

Otherwise_Wave9374

The hallucinated, deprecated API problem is so real, especially once tooling moves faster than public training data. Having an "agent skills" layer that bakes in AVM constraints and up-to-date examples feels like the right direction, almost like RAG plus guardrails for dev agents. If you are collecting patterns for what makes agents more reliable in practice (docs-first, evals, tool constraints, etc.), this writeup had a couple good angles too: https://www.agentixlabs.com/blog/

CholeBhatureyyy

It’s actually comical at this point how the major platforms handle these high-volatility events. Notice how the liquidation engine never lags? It processes billions in forced sells instantly, perfectly executing the house's risk management to protect their own books. But the frontend UI for retail users? That mysteriously freezes or throws "system busy" errors the second volatility hits 5%. It feels less like a technical incapacity and more like a feature to prevent retail from managing positions while the whales front-run the order book. This is exactly why I stopped keeping my entire stack on the most popular app. You have to treat these exchanges as hostile environments during crashes. If you don't have a secondary setup or API access, you are basically playing a video game where the controller unplugs itself during the boss fight.

CM375508

Eh. It's just circular prompting. It's a great way to burn through API tokens but it's not really anything to take note on.

One-Yogurtcloset5285

what is your "risk" formula ? Could use the fear index ? When greed, reduce buy amount, when fear, increase buy amount ? Like the idea, but it's definitely more energy to put into this compared to the basic rule of the DCA. This definitely increase the risk of emotional behavior not sticking to the plan, except if you automate it through API spot buy and a custom python program.

coinfeeds-bot

tldr; The article discusses common mistakes wallets make when selecting a crypto exchange API, emphasizing the importance of treating APIs as core infrastructure rather than plug-and-play tools. Key errors include focusing on headline rates over execution quality, underestimating liquidity depth, ignoring scalability during peak loads, overlooking revenue model flexibility, and neglecting proper testing environments. It provides a checklist for evaluating APIs, highlighting liquidity, execution quality, scalability, revenue flexibility, and support. The article advocates for choosing APIs that support long-term growth and operational resilience. *This summary is auto generated by a bot and not meant to replace reading the original article. As always, DYOR.

asselfoley

I use squidrouter.com Undoubtedly idiots will come scream "scam" despite not knowing shit. You can (and should) DYOR It uses the "Skip go" API, and covers most chains including BTC. It's easy, fast, and cheap. DYOR

TuxRuffian

Fair points, but I'm stateside and feel like I don't really have much of a choice when it comes to CEX. I use cold hardware wallets of course for HODLING and on chain swaps, DeFi, etc.; however, I do need to rely on a CEX for some things like on/off ramping and API usage. Please correct me if I'm wrong but Kraken Pro is currently the only CEX available to US Residents that offers things like trailing stops, a must-have for me. I have had my deposits/withdrawls suspended before w/o explaination, but it got resolved in about a week and I was still able to trade during that time. I NEVER have more than 20% of my holdings in a CEX at once and mostly keep it under 7-10%. I know international folks have allot more options when it comes to reputable CEXs and if I could use say KuKoin as well I would, but I can't. Another thing to keep in mind is that DEX is not bullet-proof either. While I use it frequently for some things, it has it's own pitfalls _(liquidity, slippage, support, etc.)_

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Post is by: QuantumClutch911S and the url/text [ ](https://goo.gl/GP6ppk)is: /r/CryptoMarkets/comments/1qqdyo0/built_a_lowlatency_funding_rate_arbitrage_system/ I recently completed and deployed a low-latency funding-rate arbitrage system for crypto perpetual futures and wanted to share it here to see if there’s interest from technically capable traders or desks. This is not a signal bot, indicator strategy, or anything based on predicting price. It’s an execution-driven system where timing precision, latency, and correctness matter far more than any model. The core is written in C++ and designed for deterministic, low-latency behavior. Execution is aligned to a very tight funding-settlement window, measured in milliseconds rather than seconds, and is based on observed settlement behavior rather than exchange UI countdown timers. API interaction is structured to minimize jitter, retries, and throttling effects during the funding window, and position state is tracked explicitly to avoid race conditions or accidental over-exposure when things get noisy near settlement. From a trading perspective, the system is built around the reality that funding settlement is messier than most people expect. Settlement timing varies, liquidity thins out, and naive “highest funding rate” approaches often fail once you factor in execution cost, slippage, and delayed exits. As the execution window shrinks, runtime and architectural decisions start to matter, and safe failure modes become more important than squeezing out marginal improvements in theoretical PnL. This isn’t something I’m planning to open-source. I am, however, open to limited private licensing of the full source code, custom development of execution-focused or HFT-style low-latency trading systems, or architecture and performance consulting. No signals, no guarantees, no marketing claims just execution infrastructure. If you’re technically competent and interested in studying a real funding-rate system, running it with your own capital, or having a similar low-latency trading system built, feel free to reach out privately. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

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Post is by: Aslymcrumptionpenis and the url/text [ ](https://goo.gl/GP6ppk)is: /r/CryptoMarkets/comments/1qqb5hl/every_cex_is_fine_until_it_isnt_my_plan_b_setup/ lets be real: trusting any centralized exchange with 100% of your stack is basically asking to get Celsius-ed. i’ve learned the hard way through a couple of cycles that 'Industry Leaders' have a funny habit of going into 'Maintenance Mode' or having 'API issues' the exact second volatility spikes and you actually need to move weight. i don’t do 'loyalty' to platforms anymore. i do rotation. my exchanges are exit ramps and execution tools, nothing more. if you’re still keeping all your eggs in one giant, slow-moving basket, here is the boring operational checklist i use to decide which venues earn a spot in my rotation. 1. the 'human' factor in support In crypto, support is invisible until your money is in limbo. i don’t care about 'AI chatbots' or help articles. i judge a venue by whether i can reach a human when things hit the fan. if i’m sitting there at 3 AM with a stuck withdrawal, i want a live chat that actually responds, not a ticket system that feels like shouting into a black hole. 2. predictability over 'hype' i’ve seen too many exchanges launch fancy features while their basic deposit/withdraw rails are a mess. my baseline is simple: can i get in and out cleanly? i look for clear fee schedules and, more importantly, a history of network stability. this is actually why i’ve kept BYDFi in my rotation for the last few months. while the 'Big Three' were lagging or hitting us with 'network congestion' excuses during the last SOL run, my secondary setup there stayed solid. it’s not about them being 'the best'—it’s about them being a reliable Plan B that doesn't go dark when the market gets spicy. 3. operational hygiene (PoR & proof of life) transparency isn't a vibe; its a requirement. i don't expect any CEX to be a saint, but i do expect them to at least publish Proof of Reserves (PoR). its not a perfect guarantee, but it’s a hell of a lot better than the pure opacity we saw in 2022. if a venue isn't even trying to show where the funds are, they don't get a cent of my working capital. 4. the 'test send' habit none of the above matters if you don't have the discipline to test. every time i reactivate a venue in my rotation or move a significant amount to a secondary account, i do a small test transfer. if that doesn't credit within the expected timeframe, that venue is dead to me. bottom line: rotation isn't about finding the perfect exchange—it’s about having a redundancy plan so you're never at the mercy of a single point of failure. i’m curious to hear from the OGs here: what’s the one 'red flag' that makes you drop an exchange from your rotation instantly? i’ve got a few more war stories about 'stealth fee hikes,' but i’ll save those for the comments. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

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Post is by: TheTotalChaos and the url/text [ ](https://goo.gl/GP6ppk)is: /r/CryptoMarkets/comments/1qplnpw/8dx_dex_feedback_request_community_outreach/ **Hi everyone!** My team and I have been building **8DX** ([Website](https://8dx.io)) a new decentralized exchange aggregator, and would love some honest feedback from the community. Our project is a fast and easy DEX aggregator that scours multiple liquidity pools to find the best swap rates, with low fees and seamless execution. We’re in early days of the project, and our team is actively improving things based on user input - so your insights will directly help shape the platform! Currently we only support the ETH chain but we are working hard to cover more soon! **What is 8DX?** It’s essentially a DEX aggregator (think along the lines of 1inch, Matcha, etc.) that uses **smart order routing** to split or route trades across various liquidity pools for the best price. The idea is to automatically get you a better deal than any single DEX could offer by pooling their liquidity. Here are a few key features we’re focusing on:   **Smart Routing:** 8DX’s engine checks prices across multiple pools and can even split a single swap into multiple routes if that yields a better overall price. The goal is “best rates, no matter what” - similar to platforms like 1inch or Rubic. 👉**You can also click on “branches” in the swap quote** to preview the exact breakdown of the route before confirming. It shows how your trade is being split across pools (% allocation etc.).   **Digestible UI:** We’ve tried to keep the interface simple to start off with, with a clear swap workflow, but with ability to bring up more complex tools that you may need. We think that helps DeFi become more accessible… but does it feel that way to *you*? All design critiques welcome.   **Great Price Execution:** Our early testers have reported strong pricing and low slippage, thanks to the multi-route engine. If you try it out, let us know: Did the final amount match what you'd expect? Was it better than what you usually get?   **Low Fees (0.15%):** 8DX charges a flat 0.15% fee on swaps - roughly half what you'd pay on many single DEXs (like Uniswap’s 0.3% pools). Does this fee make the difference noticeable on your trades?   **Free API Access:** We also offer a **public, free-to-use API**. Anyone can fetch quotes and routes, and trade - devs, wallets, tools, etc. The only cost is the 0.15% baked-in swap fee, and you can also set your own fee on top if you’d like! Let us know if this is something your project could use; we’d love to collaborate. Link: [API](https://docs.8dx.io/api-reference/swap/get-api-quote) We just launched (still in beta), so a few rough edges are expected. But we're pushing updates regularly. **What we’d love feedback on:** *  **UX/UI Design** \- Anything confusing or unintuitive? *  **Performance** \- Fast enough? Any hiccups? *  **Price/Execution** \- Did we beat or match your usual DEX? *  **Bugs/Issues** \- Anything break or missing? *  **Feature Requests** \- What would you want added next? Our goal is to make 8DX genuinely useful to DeFi traders and builders. We take feedback seriously - good, bad, or brutal. If you’ve got a minute to test or even just peek at the routing logic, we’d love your thoughts 🙏 \-          **Gleb from The 8DX Team (PSA I am the only member of my team with an active reddit account hence why I am using this one 😭)**   *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

DirectorGold1253

I took a lot of the feedback here seriously and simplified things quite a bit. I realized I was explaining it like a “tool”, while the real use case is much more boring: set a level once → get one email when it’s crossed → forget about it. I removed a lot of the noise from the landing page and made it clearer that this is not for active trading, bots, or API users. It’s meant for people who don’t want dashboards or constant notifications. Still free while testing. Not trying to convince anyone who wouldn’t use this anyway — mostly curious if the simpler explanation makes more sense now.

Bubbly-Garlic-8451

I am not interested in a feature like this, but even if I were, I would not pay for it since I assume there are plenty of sites that already include this functionality (i.e., exchanges, where I assume you would anyway go if that information was relevant to you). However, I have two questions: * How robust is it against volatility around a target? Will it spam hundreds of emails to my inbox if I set 90k as a threshold and BTC goes above and below multiple times over a short span? Do you have any settings to control that? * How does it deal with sudden crashes followed by a recovery? Will it still notify me, even if the threshold is crossed very briefly and by the time I check, the price is back to its previous level? I am assuming manual operations, since people wanting something like this for automated trading will probably just query some exchange/block explorer API directly from their bot. Even if I am not interested in your service, good luck with your product!

MAGAhat2028

Fees €0.0375 from my daily dca. I dont mind paying 3cents for a stable API.

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Post is by: toqchista4 and the url/text [ ](https://goo.gl/GP6ppk)is: /r/CryptoMarkets/comments/1qne1x2/i_launched_an_bot_on_100000_capital_to_test_in/ I’ve been experimenting with a Python bot that runs 10 profiles simultaneously across different timeframes (1m–15m). Each profile has unique RSI thresholds and TP levels, some use partial exits, others full exits. Instead of static RSI 30/70, I implemented adaptive thresholds that shift depending on position size and market trend. In October’s crash, diversification helped - while one profile was down, others balanced it out. Overall, the system averaged \~8% monthly. It does not risk the entire capital at one price but gradually builds the position and minimizes the average entry price. the system works so that the bot trades in small portions according to its conditions. When older portions lag behind, mathematical calculations gradually bring them closer to the price to increase the chance of closing. The aim is to ensure, gradually and with mathematical guarantees, that the global take-profit percentage is not exceeded and losses are avoided by comparing old and new portions. It considers the global take-profit percentage and can only use up to 70% of it, also taking into account the size of the new portion. The greater the distance, the faster it brings the old portions closer to the price. The bot trades scalping, so it needs time to manage these portions. And importantly, diversification is crucial. Each of the 10 bots has a unique trading profile. While one trades with a specific configuration, another might trade with a broader setup, more aggressively, balanced, or even inversely to the second bot. Some trade in ways or at times that don’t interfere with others; some focus more on shorts, others on longs. These 10 or 20, or any amount... each bots create diversification, so the market cannot counteract them. Even if one asset is struggling, the others hedge the risk. It creates 10 different trading profiles, which operate on different timeframes (1m, 3m, 5m, 15m). Use different RSI thresholds. Have different Take Profit levels. Some use partial laddering, others full exit. So to say 20, you can take 10 bots if you want; they are all in one pot, but they are different from each other. Some close the entire position earlier, others later. The bot that closed earlier checks the balance before starting trading and takes the percentage of the balance you specified for risk management in the config, which is allocated as a percentage for each bot, for example, 0.05% or 0.1% maximum per bot. When one profile is in loss, another is in profit - this is risk diversification, similar to hedge funds. The market is unaware of this, which is why diversification is a powerful weapon in the market. If you have any questions, I will answer them here for those interested. The bot is written in Python and works via API. It has about 5000 lines of code in its memory. If the bot is turned off, it recalls the past from a JSON file, where it stores all the necessary information *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

atlaschiew

have you hear about cold-wallet-as-a-service, [https://warmkey.finance](https://warmkey.finance) is one to facilitate ultimate security for API integration. check it out.

atlaschiew

have you hear about cold-wallet-as-a-service, [https://warmkey.finance](https://warmkey.finance) is one to facilitate ultimate security for API integration. check it out.

atlaschiew

have you hear about cold-wallet-as-a-service, [https://warmkey.finance](https://warmkey.finance) is one to facilitate ultimate security for API integration. check it out.

Busy-Lifeguard-9558

Hey there, I will adress these questions from first to last. 1. Yes, like any hardware, if the chip suffers physical damage the keys are lost forever. If the chip dies, funds are gone. This is a deliberate tradeoff for maximum security, thats why we recommend to use it as a spend wallet (like cash) and not to save life-savings/tokens (we got a separate vault for that, but the adress you save with recovery is not compatible with offline payments) 2. The keys are generated in this cycle; SE050 Power-On > True Random Number Generator (TRNG) > 256-bit entropy from hardware noise > ECDSA secp256k1 keypair generated INSIDE chip > Private key NEVER leaves SE050 The key is generated on first boot by the user, not at factory. This means NXP never sees the key, we (Epheris) never see the key, it's generated from physical randomness, not pseudo-random. a simplified view Se05x_API_ECKey_Generate(     &session,     WALLET_KEY_ID,               <- Stored in SE050 secure memory     kSE05x_ECCurve_secp256k1     <- Bitcoin curve ); Se05x_API_ReadObject(&session, WALLET_KEY_ID, publicKey, &pubKeyLen); We can only READ the public key ^ private key? No API exists to export it by design 3. Since keys are generated by you on first power-on (not at factory), intercepting the device in transit is useless, there are no keys to steal. Additionally, Secure Boot prevents firmware tampering.

toqchista4

# I built my own trading bot in Python I’ve been experimenting with automated scalping bots that focus on adaptability rather than static indicator signals. Instead of relying on fixed EMA/MA crosses or RSI 30/70 thresholds, the system adjusts parameters dynamically in real time. For example, in trending markets, RSI boundaries shift upward, allowing the bot to follow momentum more naturally. In non‑trending conditions, it reverts to a more static state but remains ready to adapt. Another key element is diversification. I run multiple bots with different profiles - some aggressive, some conservative, some focused on shorts, others on longs. They operate across different timeframes (1m, 3m, 5m, 15m) and use varied risk allocations. The idea is similar to hedge‑fund style portfolio diversification: when one profile struggles, another balances it out. The architecture is written in Python, around 5k lines, with persistence handled via JSON so the bots can recall state after downtime. Risk management is built in: each bot only uses a small fraction of capital, gradually laddering positions and adjusting older entries mathematically to improve exit probability. I’ve had this system running for over a year, including during volatile periods, and it has remained resilient. What I find most interesting is how the adaptive RSI logic and multi‑bot diversification interact — sometimes one bot closes early, while another rides the trend longer, creating a natural hedge. [video](https://www.youtube.com/watch?v=zLmMfpnGuK0): [bot's files](https://www.mediafire.com/file/38azm0o5h36ydfq/Trading_bot_Bybit_API.rar/file)

monchimer

Totally agree with you. Eth technology is amazing. Still BTC beats Eth's ass consistently. From the investment perspective, It is wat better to buy BTC and do nothing with it. My company was created as a "blockchain API" startup 9 years ago. We moved into something else 4 years ago

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Post is by: Okkon123 and the url/text [ ](https://goo.gl/GP6ppk)is: /r/CryptoMarkets/comments/1qeuh68/issues_with_tracking_apps_using_api/ Hi, I was using Delta app to track my Binance and Kraken portfolios, but I'm moving away. I want an app that allows **API tracking of 2 or 3 portfolios for free**. I've been trying: \-Exirio: only 1 portfolio allowed for free, and the values I get from Binance are nonsense. \-Getquin: I get the correct values from Kraken, but from Binance apparently amounts involved in open orders are not being considered in my holdings. \-CoinStats: Amounts for Binance and Kraken are ok, but some profit percentages are wrong (at least for BNB, for some reason it's not getting properly some transfers, maybe the older ones). I'm a bit tired of installing supposedly good apps just to find these inconsistencies. Any solutions or recommendations? *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

Haunting_Tax_5991

X cuts crypto API access, forcing many projects to shut down or pivot.

Yasmin-YAM

You create transactions directly, using private keys and the blockchain API. Your wallet remains under your control, with no intermediaries. How it works A private key is your "password" for signing transactions (never reveal it!). UTXO model: BTC isn't a balance, but a set of unspent outputs (UTXO) that you collect and spend. Raw transaction (Raw TX): manually generate the TX: inputs/outputs, fees, and lock time. Signature: sign the transaction with your private key. Submit to the network: broadcast the signed TX via a node or API (e.g., BlockCypher, Bitcoin Core RPC). Automation tools (CLI/code): Bitcoin Core (bitcoin-cli): send TX via the command line. Python + libraries (bitcoinlib, bit): scripts for multi-line transfers. Node.js (bitcoinjs-lib) — software build and signature for TX

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Post is by: Delicious-Start-4707 and the url/text [ ](https://goo.gl/GP6ppk)is: /r/CryptoMarkets/comments/1qdcnbg/i_built_a_tool_to_automate_crypto_news/ Hey everyone, I run a crypto newsletter and got tired of manually checking Cointelegraph, CoinDesk, Decrypt, and other sites every day to find relevant stories. So I built a tool to automate it. **What it does:** * Pulls articles from multiple crypto RSS feeds simultaneously * Filters by keywords (Bitcoin, Ethereum, DeFi, etc.) so you only get relevant stuff * Removes duplicate stories that multiple outlets cover * Outputs clean JSON with title, link, description, publish date, and images * Runs on a schedule (hourly, daily, whatever you need) **Why it's useful for newsletters:** * Saves 1-2 hours of daily research * Never miss breaking news from your preferred sources * Easy to add your own RSS feeds (any crypto blog works) * Structured data makes it easy to plug into your workflow I'm using it to populate a Notion database that feeds my weekly newsletter. You could also pipe it into Mailchimp, Substack, or whatever you use. Built it on Apify so it runs in the cloud without me managing servers. Happy to share the link if anyone's interested or answer questions about the setup. You can try it here: [Crypto News Aggregator | Cryptocurrency News API · Apify](https://apify.com/code-node-tools/crypto-news-aggregator) Anyone else automating their newsletter research? Would love to hear what tools/workflows you're using. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

0xpolygonlabs

Thanks for the great question.  Everyone in blockchain knows that onboarding from traditional finance has been a challenge, and we're tackling this head-on with the Open Money Stack, making it as seamless and user-friendly as possible. The goal of the Open Money Stack is one API that provides a comprehensive experience to move money onchain. This means that the stablecoin experience is abstracted away and the experience is simply one of moving money seamlessly anywhere in the world. This has been a challenge so far due to the fragmentation of infrastructure needed to move money globally. With the Polygon Chain, Coinme on- and off-ramps, Sequence wallets, and Agglayer and Trails for interop, a single consolidated experience can be provided to avoid those historical challenges. The end goal is straightforward and ambitious: move *all* money onchain. We want money to behave like information: instant, global, programmable, and always available. We’re creating a borderless economy that will capture a share of the $2 quadrillion global payments market.

0xpolygonlabs

Polygon is a global blockchain, so by default it has global reach and scale; it has wide appeal and integration in many emerging economies, like Latam and Southeast Asia. And recent integrations with Flutterwave are bringing it to emerging markets in Africa, as well, through ambitious fintech companies.  So parts of the Open Money Stack (OMS) are already operating globally; you can imagine the entire stack working together as a global “local payments method,” enabling institutions, enterprise, and fintechs globally to rely on blockchain rails and simple API integration for better, reliable execution.  Before these acquisitions, a blocker to the OMS was regulatory access in the U.S. However, with these acquisitions we are better equipped to build compliant, integrated tools for stablecoin payments, with ongoing progress toward global interoperability.

BraveNewWorld2026

Looks like their prop account runs through By bit's API in a simulated environment, probably not actual spot trading.

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Post is by: StaffAlone and the url/text [ ](https://goo.gl/GP6ppk)is: /r/CryptoMarkets/comments/1qc4svp/i_had_been_doing_this_automatic_api_bot_for/ i love it. I had been doing this automatic API bot for months. You can try it for free. It's a very cool math strategy. gives 8-16 percent profit per month on capital... You might think that the bot will lead to losses and that you can’t trust it, but the bot’s strategy is designed so that losses are not possible. It calculates everything mathematically and trades efficiently. In logic, it is not allowed to do anything extra. I have been running it for a year now, and today I finished implementing new updates to make it even more refined. Managing and configuring the bot has become much easier. The strategy now includes hedging, and it recognizes trending markets by situations and switches to hedging when necessary. In practice, we usually run bots on Linux systems with a Web API to ensure they operate continuously on an active system. However, this version is only available for Windows and supports the Bybit API at the moment. Regarding bot operation, it is essential to set the exchange to Hedge mode because the bot sometimes hedges positions and trades on both sides. You need to get your API credentials from the exchange to connect the bot to the exchange. Creating an API on Bybit is simple. For security reasons, when creating the API, you must specify the global IP address of your computer one from which you run the bot-so the exchange knows from which internet address to accept the bot’s requests. Requests from any other IP, for example, mine, will be blocked except for the specified IP. This provides double-layer security. After opening the program, it is recommended to specify 10 crypto pairs, preferably leading or top assets. The bot will generate different strategies for these 10 pairs and trade with diversification using various configurations. For percentage allocation, it is advisable to set 0.07% per bot if you have 10 pairs. This is our risk-to-profit ratio limit, which has shown good results and is safe. We do not recommend or take responsibility for exceeding this limit. Otherwise, the bot is profitable and continuously works with its strategy to generate profits. download link: [https://www.mediafire.com/file/t1rpocsmv6t6d9i/Trading\_bot.rar/file](https://www.mediafire.com/file/t1rpocsmv6t6d9i/Trading_bot.rar/file) youtube video for fast review: [https://youtu.be/6Wv2QcW3qV4](https://youtu.be/6Wv2QcW3qV4) *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

kckrish98

if you want “free site + charts + trending” that is fine, but for anything you want to customize, I ended up going API‑first and building my own view. mobula.io has been good for me as a single source for prices + liquidity + DEX data across multiple chains, so I am not stitching multiple feeds together. I still keep a simple local cache so pages load fast and I am not hitting rate limits

IWT0

Much better article. Interested way to leverage the poly market API

ikari_warriors

I like the idea and wouldn’t mind contributing my time to the project in some way. I’ve built a platform, for my own use, that tracked and scored shorting opportunities. It was a fun but time consuming experience. Getting good API data can also be expensive. So let me know if you want help.

AgentSmith2077

No lawyers, I just went through the MTGox domain which the administrators repurposed to use for the rehabilitation process. It was a bit of a shit show really, they kept making you re-apply, answer things you had already answered, multiple different deadlines. I missed one, because I couldn't login in to the claims system on the deadline day, and the password reset wasn't working. At the time, they were saying you'd only get back a fraction of the Dollar value of the BTC at the price it was when the hack occurred, so it wasn't worth the effort at the time to try to contest it. Even today, using this calculator (https://blog.wizsec.jp/2021/02/mtgox-claim-calculator.html), it estimates, I'd only get back $39,000 USD (don't know if thats 2021 prices or current prices though). Not sure if it's worth pursuing. Luckily I'd transferred most of my BTC off MtGox before the hack, and only left a small amount on there to experiment with trading bots through their API, but that never happened.

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Post is by: parth_amin and the url/text [ ](https://goo.gl/GP6ppk)is: /r/CryptoMarkets/comments/1q7rijd/what_would_make_you_trust_a_traders_posted_pnl/ I kept running into this issue when evaluating crypto traders: screenshots are easy to fake, cherry-picked, or out of context. I trade myself and wanted a cleaner way to **verify PnL directly from exchanges** (read-only API) and present it in a way that others can actually trust. I ended up building a small tool that pulls data from Binance/Bybit and generates a **public performance profile** — no manual uploads, no edited images. I’m not here to promote — genuinely looking for feedback on: * What would make this useful when evaluating a trader? * What metrics/timeframes matter most? * Any red flags or privacy concerns you’d have? * Other exchanges you’d expect to see supported? Happy to take criticism — trying to make something actually useful for crypto traders. If interested, please comment or DM. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

coinfeeds-bot

tldr; Cybersecurity researchers at Zscaler ThreatLabz uncovered three malicious Bitcoin npm packages—bitcoin-main-lib, bitcoin-lib-js, and bip40—that installed malware called NodeCordRAT. This malware stole Google Chrome credentials, API tokens, and MetaMask wallet data, including private keys and seed phrases. The packages amassed over 3,400 downloads before removal in November 2025. NodeCordRAT used Discord servers for command-and-control communication and targeted developers through npm supply chain attacks. *This summary is auto generated by a bot and not meant to replace reading the original article. As always, DYOR.

Upset_Entertainer929

“Binance API is unavailable in your region. Please try using a VPN.” Brazil

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Post is by: ZenithFlow_65 and the url/text [ ](https://goo.gl/GP6ppk)is: /r/CryptoMarkets/comments/1q7813a/api_trading_for_beginners_worth_learning_or_just/ I have been seeing a lot of talk around API trading, bots, automations etc. as a beginner, i’m confused: 1/ manual trading already feels hard 2/ API sounds powerful but also easy to mess up 3/ not sure if learning it early helps or just adds noise did you start with manual and then move to API? or when does API trading actually make sense? *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

Phidox_Jay

I've been doing this myself for a long time and Hedgefunds actually do it too. The idea is that you need to first buy as much relevant market data as possible (its allll a DATA game - you can check Bloomberg terminal, WRDS, and FRED), then use AI to predict market movements, then do portfolio allocation based on that. You have then an Out Of Sample testing period where you test your strategy and Sharpe Ratio is the most important factor (along with others) that you will be judged on. I recently won a competition (monthly timeframe) and literally BlackRock Systematic Equities gave us the prize, but we did Reinforcement learning which directly looks at market features and learns to trade. The bottleneck I would say is that a strategy should never fuck up no matter what, rather than make as much money as possible, since past testing data does not gurantee future results. A sharpe ratio of between 0.6 and 1.2 is logical, anything above is sus and anything less is kinda bad. The most frustrating part I would say is making a backtesting environment as realistic as possible, getting the huge data, and deploying your algorithm in real exchanges using Interactive brokers API for example ensuring it actually does what it is expected to do (Imagine if it goes crazy and unexpectedly makes 200 trades in 5 minutes). Based on my knowledge of this field, made a site called phidox where you can actually drag and drop to create and test your own daily timeframe strategy on 60 days based on prepared AI predictions, but still polishing it.

contactlessbegger

Have software pick 12 words from the bip39 and validate genuine check sum and then use API to validate on line for balance scanned over 150K no balance. A friend told me this easy to set up highly iligal

HSuke

Edit: My original comment got automatically shadow-bawnned (unviewable by others) because even talking about this is taboo throughout Reddit. I estimate 80% of this sub's active membership collapsed after Reddit removed community avatars and free API access. That's a huge reason people left. The other big reason is that many former members can no longer post here. Also, there are too many bawned members during its earlier years. If you check top threads from the last cycle, so many members were bawned website-wide either by reddit aidmins (due to protests against their paid APIs) or by our own mawds. Sometimes when visiting other crypto subs, I see people mention that they can't post here anymore.

HSuke

This sub's active membership collapsed after Reddit admins removed community avatars and free API access. Many Reddit communities declined after the latter.

Pale_Neat4239

Hyperliquid portfolio tracking is interesting, but the real issue is data standardization. Most crypto platforms don't expose granular transaction history in a standardized format that third-party tools can reliably consume. From an infrastructure perspective, the problem crypto portfolios face is similar to multi-rail payment settlement: you need a canonical source of truth across multiple venues. If you're trading on DEXs and centralized exchanges, reconciling positions becomes nearly impossible without native API access. The best tools handle this by building direct integrations with major exchanges. But that's expensive and doesn't scale. What would actually solve this: standardized on-chain event logs. If every trade emitted a consistent event structure to your address, reconciliation becomes trivial. Hyperliquid's advantage is it's a single source of truth for trading activity. But the moment you diversify across venues, you're back to the journal problem. This is why enterprise traders still use legacy portfolio management tools; they built enterprise APIs and reconciliation workflows. For personal portfolios, I'd focus less on finding the perfect journal and more on establishing your own reconciliation discipline. Export raw CSVs, track them yourself. It's not sexy, but it's reliable.

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Post is by: EntrepreneurWaste579 and the url/text [ ](https://goo.gl/GP6ppk)is: /r/CryptoMarkets/comments/1q4s66r/what_do_you_guys_think_about_this_broker/ Hi all, I came across this broker recently and wanted to get some opinions before I dig deeper. They claim to offer trading services. It's API looks pretty cheap. Has anyone used them before? What’s your experience with: • Legitimacy and regulation • Platform reliability and execution quality • Customer support and withdrawal process • Hidden fees or spreads • Overall trustworthiness I couldn’t find much solid feedback online yet and want to be cautious before signing up or depositing any funds. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

No_Investigator3369

Gemini. I've been buying a while and so I just stick with it because I don't want to have to import API keys into koinly at the end of the year and just keep what I already have integrated and easy for tax time

Aghaiva

Very difficult, I'm glad I realized a while back that 90% of my "checking" was just dopamine seeking, not actual research. It kills your focus. So I went from "active monitoring" to "passive alerts." I forced myself to stop looking at charts and instead set up a bot to watch the market for me. I used a free crypto price alert bot that hooks into the [CoinGecko API](https://www.coingecko.com/en/api). Now, if my phone doesn't buzz, I know the market is flat and I can ignore it. Great for mental health because you're only getting notified when there is actual actionable data, not just noise.

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Post is by: JimboD84 and the url/text [ ](https://goo.gl/GP6ppk)is: /r/CryptoMarkets/comments/1q2au8r/could_this_be_the_biggest_token_utility_story_of/ I believe I’ve found the biggest token utility story of 2026 with massive implications for wealth creation… however, nobody seems to know about it. Or, they just don’t seem to care. And with that I’m totally perplexed. To me, it’s one of the biggest setups I’ve seen in my 26 years of trading. It’s so obvious to me. Yet, not to the market it appears as speculation has been little to zero at this point. So, I’d like your perspective on it. Am I wrong? Is there really no meaningful implications to this, or has it just not been found yet by the market at large? Here’s the gist - let’s first by level setting by introducing the two key players. CMC Markets - FTSE 250 company publicly traded on London Stock exchange. One of the largest providers of global online trading services and an online trading pioneer. They do upwards of $20B in daily trading volume through institutional and retail channels on all of their platforms combined across, Forex, CFDs, futures, options, debt, and equities. CMC is founded and led by, Billionaire, Lord Peter Cruddas. StrikeX - a UK based cryptocurrency company founded in 2021 who has endeavored to bring 24/7 tokenized stock trading to market. They have a DEX, wallet, tokenization engine, and their native utility token is STRX. They are pre utility but have excellent technology. They have done alright in certain time frames but have been plagued by low volume, and a market cap which has been tethered to the $20-35M range. There is 1B tokens - most of the supply is held by a very small community of StrikeX investors. Here’s where it comes together and gets very interesting. Earlier this year, CMC Markets announced a 51% ownership stake of StrikeX - and disclosed they purchased 15M STRX tokens. They then disclosed via an analyst call that they have started a new third vertical for their business, DeFi Crypto/Web3, and are going all in on crypto. They then disclosed that they are building a “Super App” which will be available to all of their institutional and retail traders and 400 B2B partners. The app will make available all of their traditional trading services as well as tokenized digital assets and crypto. The release is slated for the first part of this year - Q1 or Q2. The ultimate idea is to tokenize as much of their current offerings as possible so their clientele can do 24/7 trading. They are making this app available via API to other partners such as Revolut and Westpac. At the heart of the CMC Super App DeFi Crypto ecosystem is the StrikeX native utility token, STRX. It will be needed for every crypto transaction as gas abstraction but also for minting and trading tokenized assets. For instance, Tesla stock. So this is the mind blowing thing to me. You have an unknown, but tested, utility token with only a $30M MC at the center of an ecosystem for a FTSE 250 company that will bridge $20B in daily trading volume in TradFi, to DeFi. Even a small portion of that daily flow going through the crypto ecosystem should push the token to astronomical levels. And CMC’s plan over time is to tokenize EVERYTHING! How is the MC not going to at least $1B and why has the token stagnated at .03? Are people not aware, do they not care? Or am I missing something? Tell me why I shouldn’t be borrowing off my house to buy as much STRX as I can possibly get my hands on…. Again, what am I missing?? I’m very much looking forward to your thoughts and perspectives. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/CryptoMarkets) if you have any questions or concerns.*

Ikki_The_Phoenix

CoinGecko doesn't support Binance API connections. It's manual entry only. So if you want automatic syncing, CoinGecko isn't it. For stock tracking, CoinGecko also doesn't do that in their main app. You'd need to build a custom Google Sheets tracker using their API + stock APIs. That's technical work, not an 'all-in-one app.' If you want all-in-one: For crypto + stocks together: Kubera: Best multi-asset tracker (crypto + stocks + real estate). Treats everything as one portfolio (GitHub) Delta: Active trading-oriented analytics across crypto and securities (GitHub) For crypto only with Binance API: Merlin Crypto: Integrates with 400+ exchanges including Binance, real-time alerts, advanced analytics (OKX) CoinStats: Connects to 70+ exchanges including Binance Delta (paid version): Exchange API connections My recommendation: If you want: Binance API auto-sync ✓ Stock tracking ✓ All-in-one app ✓ Use Kubera or Delta Pro. CoinGecko is great for price data and manual portfolio tracking, but it doesn't have the features you need. About API safety: Only connect with READ-ONLY keys. Never give withdrawal permissions. Use 2FA everywhere. Even then, there's risk of data leaks if the tracker gets hacked. Personally? I don't connect APIs. I manually track in a spreadsheet. Takes 5 minutes per week, zero security risk.

Business-Average-977

ohh yeah, thats a fact for certain. 10/10 event was market maker API failure on binance protocols liquidity.

EpicQuest4Alpha

After 6 months of solo dev, I finally finished a Stealth Execution Engine that handles L2 Spoofing/Icebergs. Here’s the architecture. I’ve spent the last half-year grinding on a custom execution layer for Binance Futures because I was tired of HFT bots front-running my entries. I wanted to share the logic for the StealthRouter I built to see what you guys think. Standard API orders leave a massive footprint. If you're moving size, the book moves before you're even 20% filled How I solved it (Architecture): L2 stability and persistence analysis StealthRouter Logic: It fragments parent orders into randomized slices with variable intervals Hybrid Urgency: It starts 100% passive to harvest maker rebates, but I built a Fill Probability Model that flips the order to 'Aggressive' (crossing the spread) if it detects the price is moving away from the target. Mark-Price Protection: For exits, it bypasses the local contract price to avoid getting stopped out by 'scam wicks' on the exchange I’m currently modularizing the coordinator so it can wrap around different alpha signals. I'm considering licensing the infrastructure to a few small funds or serious traders who need to move size without the 'execution tax.' Happy to answer questions on the threading logic or how I'm handling the Binance WebSocket rate limits.