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guardlabs_team

Indie tooling for solo devs & small agencies — monitoring, anti-fraud, WordPress/Joomla/Drupal care, web audit. Self-hosted-friendly, no vendor lock-in. https://guardlabs.online

Joined Joined on  Personal website https://guardlabs.online

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Founder, GuardLabs

The Heavy Weight of "My Own" Trading Bot
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The Heavy Weight of "My Own" Trading Bot

#crypto
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4 min read
Как проверить iPhone на Pegasus и шпионские программы
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Как проверить iPhone на Pegasus и шпионские программы

#security #privacy #ios #apple
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1 min read
WordPress Site Hacked: How to Clean Malware and Stop Reinfection
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WordPress Site Hacked: How to Clean Malware and Stop Reinfection

#freelance #howto #python #automation
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3 min read
Signs Your Phone Is Being Tracked: 9 Red Flags
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Signs Your Phone Is Being Tracked: 9 Red Flags

#security #privacy #mobile #osint
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2 min read
OSINT: как узнать, что о вас есть в открытом доступе в интернете
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OSINT: как узнать, что о вас есть в открытом доступе в интернете

#osint #privacy #security #opsec
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1 min read
Признаки слежки за телефоном: 9 сигналов, что за вами следят
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Признаки слежки за телефоном: 9 сигналов, что за вами следят

#security #privacy #mobile #osint
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1 min read
Why I Stopped Putting My Trading Bots on Shared Web Hosts
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Why I Stopped Putting My Trading Bots on Shared Web Hosts

#crypto
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4 min read
Stop Chasing the Perfect Backtest: Why Your Trading Bot Is Failing in the Wild
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Stop Chasing the Perfect Backtest: Why Your Trading Bot Is Failing in the Wild

#crypto
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5 min read
How to Stop Selenium Scrapers from Getting Blocked
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How to Stop Selenium Scrapers from Getting Blocked

#freelance #howto #python #automation
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2 min read
Google is Blind: How the Algorithm Conflates SEO with South Korea
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Google is Blind: How the Algorithm Conflates SEO with South Korea

#crypto
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4 min read
The "Set and Forget" Lie That Killed My First Account
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The "Set and Forget" Lie That Killed My First Account

#crypto
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3 min read
The Math Isn't Why Your Trading Bot Blew Up
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The Math Isn't Why Your Trading Bot Blew Up

#crypto
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4 min read
How to Scrape Website Data to Excel with Python (Requests + Pandas)
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How to Scrape Website Data to Excel with Python (Requests + Pandas)

#freelance #howto #python #automation
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3 min read
Docling: Turn Your Documents Into AI-Ready Data (Locally, Tables Intact)
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Docling: Turn Your Documents Into AI-Ready Data (Locally, Tables Intact)

#ai #rag #docling #llm
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3 min read
One team, full stack: design, AI agents, automation & security
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One team, full stack: design, AI agents, automation & security

#services #design #ai #automation
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1 min read
The Fake AI: When a Trading Bot Is Just Three If-Statements
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The Fake AI: When a Trading Bot Is Just Three If-Statements

#aitradingbot #fakeai #tradingsignals #rsi
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2 min read
The Backtest That Showed 400%: How Look-Ahead Bias Lies
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The Backtest That Showed 400%: How Look-Ahead Bias Lies

#lookaheadbias #backtesting #tradingbot #walkforward
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3 min read
The 80% Win-Rate Trap: Why a Winning Bot Quietly Loses Money
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The 80% Win-Rate Trap: Why a Winning Bot Quietly Loses Money

#winrate #tradingbot #riskreward #expectancy
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2 min read
NEXUS Algo курс — алготрейдинг без программирования через vibe-coding с Claude
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NEXUS Algo курс — алготрейдинг без программирования через vibe-coding с Claude

#algotrading #course #nocode #claude
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1 min read
I open-sourced a script to verify my own crypto signal track record
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I open-sourced a script to verify my own crypto signal track record

#opensource #crypto #trading #python
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2 min read
Why a 53% win rate can beat 90% — profit factor explained
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Why a 53% win rate can beat 90% — profit factor explained

#crypto #trading #education #signals
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1 min read
Production Mastery — деплой ботов в продакшн под ключ — listicle pitfalls
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Production Mastery — деплой ботов в продакшн под ключ — listicle pitfalls

#devops #deployment #vps #production
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1 min read
Most crypto signal channels delete their losing trades. I'm doing the opposite.
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Most crypto signal channels delete their losing trades. I'm doing the opposite.

#cryptosignals #trading #honestsignals #forwardtest
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1 min read
AI Agents Course — build production agents without being a Python dev
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AI Agents Course — build production agents without being a Python dev

#aiagents #course #claude #llm
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4 min read
Hyperliquid Kit — готовый бот под перпы Hyperliquid — pain outcome
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Hyperliquid Kit — готовый бот под перпы Hyperliquid — pain outcome

#hyperliquid #perps #bot #defi
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1 min read
Why "Anti-Fraud" is the Newest Scam Locking Up Your Trading Bot Profits
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Why "Anti-Fraud" is the Newest Scam Locking Up Your Trading Bot Profits

#crypto
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4 min read
The $14,200 Lie: Why Your Backtest is Lying to You About Your Trading Bot
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The $14,200 Lie: Why Your Backtest is Lying to You About Your Trading Bot

#crypto
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4 min read
Retail AI Trading Bots: The Engineering of Mass Delusion
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Retail AI Trading Bots: The Engineering of Mass Delusion

#aitradingbot #cryptotradingbot #curvefitting #algorithmictrading
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3 min read
LLM Академия — собери своего AI ассистента — quick win
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LLM Академия — собери своего AI ассистента — quick win

#llm #ai #claude #gemini
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1 min read
🛡 Ethical hacking from scratch (AI-powered) — lesson 1 free
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🛡 Ethical hacking from scratch (AI-powered) — lesson 1 free

#crypto #nexusalgo
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1 min read
🧠 LLM Academy — delegate routine to AI, lesson 1 free
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🧠 LLM Academy — delegate routine to AI, lesson 1 free

#crypto #nexusalgo
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1 min read
🔄 DeFi & Arbitrage — first lesson free
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🔄 DeFi & Arbitrage — first lesson free

#crypto #nexusalgo
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1 min read
🤖 Build AI Agents from scratch — first lesson free
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🤖 Build AI Agents from scratch — first lesson free

#crypto #nexusalgo
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1 min read
DeFi Arbitrage — Mechanical Edge Without Direction Risk — pain outcome
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DeFi Arbitrage — Mechanical Edge Without Direction Risk — pain outcome

#defi #arbitrage #crypto #yield
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2 min read
Market Regime Detector — Auto-Identifies Market Phase — listicle pitfalls
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Market Regime Detector — Auto-Identifies Market Phase — listicle pitfalls

#market #regime #detection #trading
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2 min read
Production MCP & Claude Code in Russian — pain outcome
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Production MCP & Claude Code in Russian — pain outcome

#mcp #claudecode #anthropic #python
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2 min read
We built a 5-level MLM referral system. 6 months, 6 users, $0 earned. Here's what we learned killing it
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We built a 5-level MLM referral system. 6 months, 6 users, $0 earned. Here's what we learned killing it

#startup #buildinpublic #saas #business
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2 min read
My $0-budget traffic experiment, day by day: HARO + dev.to + cold DM — what actually moved the needle
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My $0-budget traffic experiment, day by day: HARO + dev.to + cold DM — what actually moved the needle

#marketing #buildinpublic #saas #startup
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2 min read
TL;DR: grid-bots-drip
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TL;DR: grid-bots-drip

#tldr #gridbotsdrip
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1 min read
TL;DR: prompt-101-drip
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TL;DR: prompt-101-drip

#tldr #prompt101drip
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1 min read
PAPER live snapshot — 2026-05-25 (+$0.00)
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PAPER live snapshot — 2026-05-25 (+$0.00)

#proof #proofstreampaper
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1 min read
RVV live snapshot — 2026-05-25 (+$194.51)
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RVV live snapshot — 2026-05-25 (+$194.51)

#proof #proofstreamrvv
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1 min read
I Built a Brain Orchestrator for My 142 Agents. Here's the Bash It's Mostly Made Of.
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I Built a Brain Orchestrator for My 142 Agents. Here's the Bash It's Mostly Made Of.

#systemd #bash #sqlite #devops
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2 min read
Первые 5-10 клиентов БЕСПЛАТНО — pilot программа за честный отзыв
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Первые 5-10 клиентов БЕСПЛАТНО — pilot программа за честный отзыв

#pilot #beta #free #casestudy
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1 min read
60+ digital products in one white-label catalog — the full list and why bundling beats single-SKU
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60+ digital products in one white-label catalog — the full list and why bundling beats single-SKU

#saas #partnership #business #marketing
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3 min read
TL;DR: ai-guardian-launch
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TL;DR: ai-guardian-launch

#tldr #aiguardianlaunch
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1 min read
Skip the CEX. Why DeFi Arbitrage is the Bot Niche Almost Nobody Teaches
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Skip the CEX. Why DeFi Arbitrage is the Bot Niche Almost Nobody Teaches

#defi #arbitrage #web3 #ethereum
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2 min read
PAPER live snapshot — 2026-05-24 (+$0.00)
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PAPER live snapshot — 2026-05-24 (+$0.00)

#proof #proofstreampaper
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1 min read
I Lost $8000 Overnight to a Hallucinating Trading Agent — Here's the Guardian Pattern That Stops It
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I Lost $8000 Overnight to a Hallucinating Trading Agent — Here's the Guardian Pattern That Stops It

#aiguardianv2launch20260524 #auto
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6 min read
Multi-tenant SaaS for $30/mo: wildcard SSL + nginx vhost generator + Flask routing
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Multi-tenant SaaS for $30/mo: wildcard SSL + nginx vhost generator + Flask routing

#python #saas #devops #architecture
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3 min read
I launched 5 products in one night for $1.55. The next morning I found 7 bugs. Open-sourcing the fix.
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I launched 5 products in one night for $1.55. The next morning I found 7 bugs. Open-sourcing the fix.

#landingprecheckv220260523 #auto
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3 min read
Your Trading Bot Was Built for a Bull Market — Here's How to Fix It
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Your Trading Bot Was Built for a Bull Market — Here's How to Fix It

#marketregimev220260523 #auto
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6 min read
I Built a Hyperliquid Copy Trading Bot in 15 Minutes — Here's the Stack
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I Built a Hyperliquid Copy Trading Bot in 15 Minutes — Here's the Stack

#hyperliquidv220260523 #auto
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6 min read
Your AI Trading Agent Will Lose All Your Money — Here's How To Stop It
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Your AI Trading Agent Will Lose All Your Money — Here's How To Stop It

#aiguardianv220260523 #auto
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6 min read
Stop Running Your Trading Bot From Your Laptop: A Production Deployment Guide
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Stop Running Your Trading Bot From Your Laptop: A Production Deployment Guide

#productionmasterylaunch2026052 #auto
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8 min read
Grid Bot ROI: The First-Principles Math Most Calculators Ignore
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Grid Bot ROI: The First-Principles Math Most Calculators Ignore

#gridcalculatorredist20260523 #auto
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6 min read
Before You Copy-Paste Another Python Trading Bot, Read This 150-Line Starter
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Before You Copy-Paste Another Python Trading Bot, Read This 150-Line Starter

#cryptobotstarterredist20260523 #auto
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7 min read
Test Probe 1779538167.6172535
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Test Probe 1779538167.6172535

#test
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1 min read
Grid Bot ROI: The First-Principles Math Most Calculators Ignore
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Grid Bot ROI: The First-Principles Math Most Calculators Ignore

#crypto #trading #grid #roi
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6 min read
Before You Copy-Paste Another Python Trading Bot, Read This 150-Line Starter
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Before You Copy-Paste Another Python Trading Bot, Read This 150-Line Starter

#python #crypto #trading #bot
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7 min read
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