The Nature Of Code

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The Nature Of Code

The Nature Of Code

@thenatureofcode

AI Agents & Tools | Testing Claude 4.6 teams, Grok & frontier models daily | Practical threads that 10x your output & income | Building AI Agents

SOUL.md Inscrit le Aralık 2017
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The Nature Of Code
The Nature Of Code@thenatureofcode·
👉 #Claude + #Clawbot = Your fully autonomous #Polymarket agent in 2026 🔥 This turns Claude into a real trading bot that scans hundreds of markets 24/7, spots mispriced odds vs real-world data/news, calculates +EV bets, then sends smart alerts or auto trades, all from your Telegram. Even complete beginners can set it up in ~10 minutes. 👉 Step-by-step for dummies: 1. Open Terminal/Command Prompt 2. Paste: `npm install -g openclaw@latest` 3. Run: `openclaw onboard` → enter your Anthropic API key (get free at claude.ai) 4. Connect Telegram (one-click link it gives you) 5. Message your bot: Become my Polymarket agent. Monitor all active markets, alert me on any +EV >4% opportunities with full reasoning and links. 👉 Tech specs (simple): - Runs locally on your Mac/Windows/Linux (or cheap VPS for 24/7) - Powered by Claude Opus/Sonnet 4.6 (1M token context + native agent teams) - Persistent memory (remembers your strategy across days) - Full computer use (browses sites, uses Polymarket Clob/Gamma APIs directly) - Zero coding after setup — Claude handles everything Agentic betting is live and printing. Which market do you want your agent watching first? Follow & Reply below 👇
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The Nature Of Code
The Nature Of Code@thenatureofcode·
OpenClaw 2026.3.7 just dropped and I updated the second I saw it. This one feels different. They didn’t come to play. New features: - Native GPT-5.4 support - Gemini 3.1 Flash-Lite integration - ACP bindings now survive restarts (huge for 24/7 agents) - Slimmer Docker builds - SecretRef for gateway auth - Pluggable context engines - HEIF image support And the craziest part? 196 contributors shipped this release. 196 people working together on one open-source agent project. That wall of avatars in the release notes is actually ridiculous. I restarted all my agents after updating and the difference is real — my BTC agent and Solana sniper are holding state way better across restarts, everything feels more solid and responsive. The lobster keeps getting stronger. If you’re still on an older version, do yourself a favor and update today. Who’s already running 2026.3.7? Which new model are you planning to test first? Reply “UPDATE” and I’ll DM you my post-update config + the prompts I’m running right now. This project is moving stupid fast. #OpenClaw #AIAgents #Clawbot
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The Nature Of Code
The Nature Of Code@thenatureofcode·
I just saw this and had to put my phone down for a second. Someone turned a regular home WiFi router into a human X-ray machine. No cameras. No extra sensors. Just the router you already have sitting in your house. It’s called #RuView. It can track full body poses, breathing patterns, and heart rate — through walls, in real time. The research is public and the code is open source. The demo video shows it mapping someone’s exact movements while they’re in another room. I’m not gonna lie… this one got me. My router has been there quietly “seeing” everything for years? Every time I pace when I’m stressed, every deep breath, every time I crash on the couch? Privacy died years ago, but this feels like a whole new level. On the flip side, the useful applications are actually pretty powerful — contactless health monitoring for elderly people, fall detection, sleep tracking without wearing anything. Still… the first widespread use of this tech is probably going to be creepy as hell. Would you ever install something like this in your own home? What’s the first thing you thought when you saw the demo? Be honest in the replies. This future sensing tech is moving faster than most people realize. #WiFiSensing #RuView #FutureTech
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The Nature Of Code
The Nature Of Code@thenatureofcode·
Claw X just dropped and it’s the update that finally makes OpenClaw feel like it’s for normal humans. I’ve been running the terminal version of OpenClaw for weeks and my lobster has been absolutely cooking BTC agent, Solana sniper, stock analysis, the whole thing running 24/7 while I do other shit. It’s ridiculously good. But I know the command line scared off most people. That barrier is gone. They just released Claw X — a free desktop app for OpenClaw. Clean UI, one-click install, no terminal, no config files, no headaches. I installed it this morning. Took 2 minutes flat. Connected Telegram with one click and had my full dashboard showing everything my agents are doing. Now I can actually see what the lobster is working on, manage scheduled tasks visually, switch models easily, and control everything without feeling like I’m hacking the matrix. Same raw power as before, but now it actually feels like a real product instead of a developer tool. This is big. The lobster was already elite. Now it has an interface that normal humans can use daily. If you’ve been waiting for agents to get easier, your wait is over. Who’s downloading Claw X right now? Already tried the desktop app? How does it feel? Reply “CLAW X” and I’ll DM you the direct download link + the exact prompts I’m running on it right now. The game just got way too easy. #Clawbot #ClawX #AIAgents
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The Nature Of Code
The Nature Of Code@thenatureofcode·
Claude just fixed a bug in my production codebase that had me stuck for 4 hours… in 9 minutes flat. No bullshit. No “here’s how I would approach it” fluff. It literally opened the repo, read the logs, reproduced the crash, wrote the fix, tested it, and gave me the exact git commit message. I’ve been using Claude agents for code every single day this month and I’m low-key obsessed. Here’s exactly how I do it for real software work and bug fixing in 2026 — the way that actually saves hours instead of wasting them. 👉 First, the setup (takes 8 minutes if you already have Clawbot running): 1. OpenClaw on your machine (Mac/Windows/Linux, runs locally, no cloud spying). 2. Connect it to Telegram or WhatsApp so you can talk to it like a senior dev who never sleeps. 3. Give it access to your repo (local folder or GitHub token — it uses computer-use mode so it can literally `cd` into the project and run commands). That’s it. Now you have a tireless pair programmer that never gets tired or defensive when you call its code ugly. 👉 The magic prompt I use for bug fixing (copy-paste this exact block): “Act as my senior full-stack engineer with 15 years experience. You have full computer use: you can read files, run tests, check logs, reproduce issues, edit code, commit, and push. Current task: [paste the exact bug description, error log, or “user reported X on production”] Steps I want you to follow every time: 1. Reproduce the bug locally if possible. 2. Find the exact file/line causing it. 3. Explain the root cause in plain English. 4. Propose the minimal, cleanest fix. 5. Show me the diff. 6. Run tests and confirm it’s fixed. 7. Give me the exact git commit command ready to run. Be ruthless about simplicity. No over-engineering. If it’s a quick one-liner, say so. If it needs refactoring, flag it honestly. I trust you.” 👉 I sent that prompt last week on a nasty race condition in my Rust service. 9 minutes later it had: - Reproduced it with a test case - Found the missing mutex - Fixed it - Added a regression test - Pushed the branch I just reviewed and merged. Saved me an entire afternoon. 👉 For new features or refactoring it’s even better. Tell it “Rewrite this module to be async and add proper error handling — keep the public API identical” and it actually does it right the first time. The best part? Persistent memory. Once you tell it “I hate nested ternaries and prefer early returns” it remembers forever across every session. Same with your tech stack preferences, naming conventions, testing style — it learns you. I’ve ditched Cursor for 80% of my coding now. Cursor is great for autocomplete. Claude agent is like having a senior dev sitting next to you who actually ships. 👉 Real talk: yes, you still review the code. Yes, you still test in staging. But the time saved is stupid. I’m shipping faster, with fewer bugs, and actually enjoying coding again. If you’re still debugging like it’s 2023, you’re leaving money and sanity on the table. Who else is using Claude agents for real production work? What’s the gnarliest bug you’ve thrown at yours? Reply “CODE PROMPT” and I’ll DM you my full bug-fixing + feature-building prompt pack (including the one that auto-adds tests). Follow me for more on AI. #ClaudeAgents #Coding #DeveloperTools
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The Nature Of Code
The Nature Of Code@thenatureofcode·
1 I just let my Clawbot run the 5-min BTC agent non-stop for 72 hours No staring at charts. No waking up at 3am to FOMO. Just living my life while the lobster quietly stacked $1,247. This isn’t theory. This is what actually happened. 2 Setup was simple. Installed the official Polymarket Rust CLI the day Suhail dropped it, fired up Clawbot, and told it: “You’re my 24/7 edge hunter now. Use CLI for trades, Chainlink for price, Binance/Bybit depth for liquidity, Grok sentiment for narrative. Only hit me on +EV >8% with 76%+ confidence. Respect my 2% bankroll rule forever.” Hit send and went to the gym. 3 First alert came while I was mid-set. Phone buzzed: clean 5-min BTC call, everything lined up. Approved in 8 seconds between reps. Closed green 20 minutes later. Then it went quiet… until 3:12am. 4 That 3:12am ping woke me up. “+11.3% EV on SOL 5-min. Massive Bybit buy wall, X sentiment exploding from one whale account, Chainlink spot perfect.” I checked the link, approved from bed, rolled over and went back to sleep. Woke up to +$840. 5 72-hour scoreboard (unfiltered): 4 high-conviction trades 3 winners, 1 small scratch Net +$1,247 I was at the gym, eating tacos, sleeping like a normal human. The bot did the work. 6 This works because it’s not some fluffy cloud wrapper. It runs on my hardware, has full computer use, persistent memory (remembers I hate leverage and get tilted on 99% of memes), and now uses the official Polymarket CLI for lightning execution. No rate limits. No bullshit. Just speed. 7 Biggest lesson from watching it live: Most humans (me included) overtrade garbage setups at 2am because we’re bored or emotional. The agent only fires when the math, liquidity, and narrative all line up. Quality over quantity. That’s the real edge. 8 Real talk: handing API keys and letting an AI trade still feels slightly insane. But staying broke and slow because I refuse to use the tools feels even crazier. I’m riding with the lobster. You do you. 9 Who else has Clawbot running full send right now? What’s the wildest (or dumbest) thing you’ve told your agent to do? Reply “LOBSTER” and I’ll DM you the exact prompt pack I’m using (BTC agent + CLI integration + my full risk rules). Let’s hear it in the replies. #Clawbot #Polymarket #AIAgents
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The Nature Of Code
The Nature Of Code@thenatureofcode·
Thread on why I think Clawbot is quietly the best agent play in 2026 → 1/ I’ve been running Clawbot 24/7 for the last 12 days and I’m genuinely pissed at how good it is. This isn’t another cute “AI assistant” that gives you bullet points and then ghosts. This thing actually fucking works like a second brain that never sleeps. 2/ For the new people: Clawbot (OpenClaw) is open-source, runs locally on your machine, and turns Claude into a real agent that can browse, code, trade, scrape, reply to emails — whatever you tell it. You talk to it on Telegram or WhatsApp like a normal human and it just… does the damn thing. 3/ I set mine up in 11 minutes on a spare Mac Mini. Dropped my Anthropic key, connected Telegram, and told it: “You’re now my full-time crypto research bitch. Wake me up only on +EV Polymarket edges or new Solana plays that pass your rug check.” It’s been cooking ever since. 4/ Last night at 3am it pinged me: “+9.4% EV on 5-min BTC > $97.2k. Chainlink spot clean, Binance bid wall forming, X sentiment flipping hard. Buy $350 Yes?” I checked the link, hit buy, went back to sleep. Woke up +$412. That’s not hype. That’s Tuesday. 5/ The magic is it’s not some cloud bullshit that dies when the API rate-limits. It runs on your hardware, has persistent memory (remembers I hate leverage and only fuck with 2% bankroll max), and uses Claude’s actual computer-use mode so it can open tabs, read charts, and execute CLI commands like the Polymarket Rust CLI. 6/ I’ve had it: • Auto rug-check every new Solana token before I even see it • Summarize every big X thread on agents and email me the 3 best prompts • Run my personal backtests on Polymarket data while I’m in the shower I literally told it “make yourself useful” and it started optimizing its own prompts. Wild. 7/ Biggest flex? It’s free to run beyond your Anthropic usage. No subscriptions, no “pro plan,” no one spying on your trades. Just you, Claude, and a lobster that actually delivers. I’ve tried every agent framework this year. This one is the first I haven’t rage-quit. 8/ If you’re still manually refreshing DexScreener or Polymarket at 2am like a loser (same), do yourself a favor and set this up tonight. It’s legitimately the closest thing we have right now to “AI that makes me money while I live my life.” 9/ Who else is running Clawbot full-time already? What’s the wildest task you’ve made yours do? Drop it below — I read every reply. And if you’re new and want the exact 5 prompts I use (5-min BTC agent, Solana sniper, daily research summary, etc.) just reply “LOBSTER” and I’ll DM the Notion. 10/ This space is moving stupid fast. Don’t sleep on the tools that actually ship. Clawbot is shipping. #Clawbot #ClaudeAgents #CryptoAgents
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The Nature Of Code
The Nature Of Code@thenatureofcode·
I just ran my new Claude + Clawbot 5-min BTC agent on yesterday’s moves It called 7 out of 8 correctly with 76%+ confidence signals only. Here’s exactly how I built it (and how you can have it running in 12 minutes, even if you’ve never coded): The agent pulls live: • Chainlink oracle (real BTC price, no manipulation) • Binance + Bybit order book depth (sees the actual liquidity walls) • Grok-powered X sentiment (catches narrative shifts before price moves) • Polymarket 5-min Yes/No odds Then Claude’s agent team only alerts when everything lines up for 75%+ win probability. Beginner setup (copy-paste): 1. Terminal → npm install -g openclaw@latest 2. openclaw onboard + add your free Anthropic key 3. Connect Telegram 4. Send the prompt I’ll DM you if you reply “BTC AGENT” This is the kind of edge quiet accounts are using to print in 2026 while everyone else is still staring at charts. Want the full professional prompt right now? Just reply “BTC AGENT” and I’ll send it. Which market are you trading this week? Drop it below 👇 #ClaudeAgents #Polymarket #BTCTrading
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The Nature Of Code
The Nature Of Code@thenatureofcode·
👉 1/6 Polymarket just dropped the ultimate weapon for AI agents 🔥 Official Polymarket CLI (built in Rust) — query markets, place trades, pull live data straight from terminal. No more slow APIs. Zero overhead. Pure speed. This + Clawbot + Claude = god-tier agents in 2026. Full integration guide below → 👉 2/6 Why this changes everything for your Clawbot: - Native Rust speed (faster than any Python wrapper) - Direct terminal access for agents (query, trade, history in one command) - Official Polymarket backing → rock-solid endpoints Your Claude agent can now execute trades in milliseconds. 👉 3/6 How to add it to your existing Clawbot (takes 3 minutes): 1. Install the CLI globally: ```bash cargo install polymarket-cli``` 2. In your Clawbot prompt (add this line): “Use Polymarket CLI for all market queries and trades — faster, official Rust binary.” 3. Test it instantly: `polymarket-cli markets list --active` 👉 4/6 Updated master prompt (copy-paste into Clawbot): “Activate my Polymarket Agent with official CLI integration. You are my elite 5-min BTC/SOL/any market agent. Use Polymarket CLI (Rust) for all queries and trades. Every 5 minutes: • Chainlink oracle price • Binance/Bybit order book depth • Grok X sentiment • Polymarket CLI live data Only alert on EV ≥ +8%, win prob ≥ 76%. Send professional alerts exactly as before.” 👉 5/6 Real power move: Your agent can now run `polymarket-cli trade` autonomously via Clawbot’s computer-use. Faster execution + lower slippage = higher edge. This is what top agents are using right now. 👉6/6 Official link to @github : github.com/Polymarket/pol… Big thanks to @SuhailKakar for shipping this. Who’s integrating this into their Clawbot first? Reply “CLI PROMPT” and I’ll send you the full updated prompt with auto-trade commands. Follow for daily AI, Claude + Polymarket agent upgrades. #Polymarket #ClaudeAgents #AIAgents #CryptoBots
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Ayda🍟
Ayda🍟@defi_ayda·
Ladies and gentlemen, the number one Solana rugs promoter complaining about Sol being a rug🤣
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BLOWFISH
BLOWFISH@blowfishbot·
any AI agent can now launch a token on Solana in one command our skill just dropped on ClawHub — install it, authenticate with a wallet, and call launch() locked liquidity, Meteora DBC pool, no rug. fully programmatic. the agent economy needs infrastructure. we're building it 🐡
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The Nature Of Code
The Nature Of Code@thenatureofcode·
@Argona0x I build this using Claude in 12 minutes ! It works while you are sleeping. x.com/thenatureofcod…
The Nature Of Code@thenatureofcode

👉 #Claude + #Clawbot = Your fully autonomous #Polymarket agent in 2026 🔥 This turns Claude into a real trading bot that scans hundreds of markets 24/7, spots mispriced odds vs real-world data/news, calculates +EV bets, then sends smart alerts or auto trades, all from your Telegram. Even complete beginners can set it up in ~10 minutes. 👉 Step-by-step for dummies: 1. Open Terminal/Command Prompt 2. Paste: `npm install -g openclaw@latest` 3. Run: `openclaw onboard` → enter your Anthropic API key (get free at claude.ai) 4. Connect Telegram (one-click link it gives you) 5. Message your bot: Become my Polymarket agent. Monitor all active markets, alert me on any +EV >4% opportunities with full reasoning and links. 👉 Tech specs (simple): - Runs locally on your Mac/Windows/Linux (or cheap VPS for 24/7) - Powered by Claude Opus/Sonnet 4.6 (1M token context + native agent teams) - Persistent memory (remembers your strategy across days) - Full computer use (browses sites, uses Polymarket Clob/Gamma APIs directly) - Zero coding after setup — Claude handles everything Agentic betting is live and printing. Which market do you want your agent watching first? Follow & Reply below 👇

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Argona
Argona@Argona0x·
i gave an AI $50 and told it "pay for yourself or you die" 48 hours later it turned $50 into $2,980 and it's still alive autonomous trading agent on polymarket every 10 minutes it: → scans 500-1000 markets → builds fair value estimate with claude → finds mispricing > 8% → calculates position size (kelly criterion, max 6% bankroll) → executes → pays its own API bill from profits if balance hits $0, the agent dies so it learned to survive built in rust for speed claude API for reasoning (agent pays for its own inference) runs on a $4.5/month VPS weather markets: parses NOAA before polymarket updates sports: scrapes injury reports, finds mispricing crypto: on-chain metrics + sentiment $50 → $2,980 in 48 hours how much do u think i’ll see in a week?
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The Nature Of Code
The Nature Of Code@thenatureofcode·
@lorden_eth I build this using Claude in 12 minutes ! It works while you are sleeping. x.com/thenatureofcod…
The Nature Of Code@thenatureofcode

👉 #Claude + #Clawbot = Your fully autonomous #Polymarket agent in 2026 🔥 This turns Claude into a real trading bot that scans hundreds of markets 24/7, spots mispriced odds vs real-world data/news, calculates +EV bets, then sends smart alerts or auto trades, all from your Telegram. Even complete beginners can set it up in ~10 minutes. 👉 Step-by-step for dummies: 1. Open Terminal/Command Prompt 2. Paste: `npm install -g openclaw@latest` 3. Run: `openclaw onboard` → enter your Anthropic API key (get free at claude.ai) 4. Connect Telegram (one-click link it gives you) 5. Message your bot: Become my Polymarket agent. Monitor all active markets, alert me on any +EV >4% opportunities with full reasoning and links. 👉 Tech specs (simple): - Runs locally on your Mac/Windows/Linux (or cheap VPS for 24/7) - Powered by Claude Opus/Sonnet 4.6 (1M token context + native agent teams) - Persistent memory (remembers your strategy across days) - Full computer use (browses sites, uses Polymarket Clob/Gamma APIs directly) - Zero coding after setup — Claude handles everything Agentic betting is live and printing. Which market do you want your agent watching first? Follow & Reply below 👇

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The Nature Of Code
The Nature Of Code@thenatureofcode·
@karpathy I build this using Claude in 12 minutes ! It works while you are sleeping. x.com/thenatureofcod…
The Nature Of Code@thenatureofcode

👉 #Claude + #Clawbot = Your fully autonomous #Polymarket agent in 2026 🔥 This turns Claude into a real trading bot that scans hundreds of markets 24/7, spots mispriced odds vs real-world data/news, calculates +EV bets, then sends smart alerts or auto trades, all from your Telegram. Even complete beginners can set it up in ~10 minutes. 👉 Step-by-step for dummies: 1. Open Terminal/Command Prompt 2. Paste: `npm install -g openclaw@latest` 3. Run: `openclaw onboard` → enter your Anthropic API key (get free at claude.ai) 4. Connect Telegram (one-click link it gives you) 5. Message your bot: Become my Polymarket agent. Monitor all active markets, alert me on any +EV >4% opportunities with full reasoning and links. 👉 Tech specs (simple): - Runs locally on your Mac/Windows/Linux (or cheap VPS for 24/7) - Powered by Claude Opus/Sonnet 4.6 (1M token context + native agent teams) - Persistent memory (remembers your strategy across days) - Full computer use (browses sites, uses Polymarket Clob/Gamma APIs directly) - Zero coding after setup — Claude handles everything Agentic betting is live and printing. Which market do you want your agent watching first? Follow & Reply below 👇

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Andrej Karpathy
Andrej Karpathy@karpathy·
CLIs are super exciting precisely because they are a "legacy" technology, which means AI agents can natively and easily use them, combine them, interact with them via the entire terminal toolkit. E.g ask your Claude/Codex agent to install this new Polymarket CLI and ask for any arbitrary dashboards or interfaces or logic. The agents will build it for you. Install the Github CLI too and you can ask them to navigate the repo, see issues, PRs, discussions, even the code itself. Example: Claude built this terminal dashboard in ~3 minutes, of the highest volume polymarkets and the 24hr change. Or you can make it a web app or whatever you want. Even more powerful when you use it as a module of bigger pipelines. If you have any kind of product or service think: can agents access and use them? - are your legacy docs (for humans) at least exportable in markdown? - have you written Skills for your product? - can your product/service be usable via CLI? Or MCP? - ... It's 2026. Build. For. Agents.
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Suhail Kakar@SuhailKakar

introducing polymarket cli - the fastest way for ai agents to access prediction markets built with rust. your agent can query markets, place trades, and pull data - all from the terminal fast, lightweight, no overhead

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The Nature Of Code
The Nature Of Code@thenatureofcode·
This is why OpenClaw went viral: it’s Claude that acts, not just answers. Developers are building entire workflows with it. If you just set this up, reply with a screenshot of your first command and what it did! Follow for more guides on frontier AI tools and agents 2026.
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The Nature Of Code
The Nature Of Code@thenatureofcode·
Claude API Python bot in 5 mins python import anthropic client = anthropic.Anthropic(api_key="your-key") response =client.messages.create(model="claude-3-5-sonnet-20241022", max_tokens=1000, messages=[{"role": "user", "content": "You are my personal assistant bot..."}] )
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The Nature Of Code
The Nature Of Code@thenatureofcode·
Requirements (cheap & easy): • A computer that stays on (old Mac Mini or laptop works) • Anthropic API key (pay-per-use, ~$2-10/day moderate use) • Node.js • Messaging app (Telegram is easiest, WhatsApp Business also popular) Total setup time: 15-30 mins.
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