Engineering Insights.
Deep dives into AI automation and the technical strategies we use at Scalo Labs.
From Pageview to On-Chain Volume: Wiring PostHog Destinations to a Wallet-Level Attribution Pipeline
How to Build Your First Trading Bot on dreamDEX (Somnia) - Beginner Walkthrough
A first-timer's honest walkthrough of building a market-making bot on dreamDEX, Somnia — from wallet setup to your first live testnet fill, with code & tips.
Case Study & Guide: Fixing Next.js Crawl Traps in Replit to Scale Search Impressions 35x
Learn how fixing HTTP 410 signals, parameter loops, and internal link depth in Next.js and Replit boosted indexed pages by 5x and search impressions by 35x
Decoding Custom DEX Events with Dune Analytics
How to decode undocumented DEX events on Dune when there's no ABI — topic0 signature matching, indexed-topic slicing, and the maker/taker union pattern for fill
Casino Alpha vs. Calculated Alpha: An AI-Powered Token Audit of Solana's Top KOLs
Audit tokens promoted by Solana KOLs using Binance API and Gemini CLI. Separate calculated alpha from casino picks with automated on-chain data analysis.
Meta Ads Strategy: How Manus Agentic AI Analyzed 1,800+ UAE Food Ads
How Manus Agentic AI scraped 1,800+ Meta Ads from UAE food delivery brands including Talabat, Deliveroo, and Careem to reveal data-driven creative strategies.
Social Hype vs. Smart Money: AI Analytics with Binance & Gemini CLI
Build an AI pipeline that cross-references social hype signals with smart-money on-chain flows using Binance Skills Hub and Gemini CLI to spot real alpha from noise.
10x Web3 Marketing ROI: Track Wallet Balances in GA4 & BigQuery
Send real-time wallet balances as custom metrics to GA4 and BigQuery via n8n. Identify high-value DeFi users and optimize Web3 acquisition campaigns by spending power.
KOL Audits: Social Metrics VS On-Chain Performance
Compare KOL social follower counts against their on-chain PnL using the Binance Skills Hub API. Identify credible influencers from promoters with a data-driven approach.
Agentic Crypto Analytics With Binance Skills Hub + Gemini CLI Setup - For Marketers
Set up Binance Skills Hub with Gemini CLI to build a crypto research agent that fetches real-time social hype, audits tokens, and analyzes market trends from your terminal.
Building Predictive Lead Scoring Via Logistic Regression in Google BigQuery ML
Learn how to build predictive lead scoring with logistic regression in BigQuery MLâno external pipelines needed, just SQL-based machine learning on your data warehouse.
Real-Time Growth: Using BigQuery Intraday Tables to Optimize Web3 Marketing
Use BigQuery intraday tables to access near-real-time GA4 data for Web3 marketing decisions. Query and act on data before the daily export completes.
10X Your GTM Debugging With Xoot DataLayer Replay Tool
Speed up GTM QA with the Xoot DataLayer Replay Chrome extension. Replay, inspect, and live-edit DataLayer events without re-deploying your container.
GA4 BigQuery Identity Stitching: The Definitive Guide to Unlocking Real Web3 User Counting
Eliminate duplicate user counts in Web3 analytics. A step-by-step guide to merging anonymous client IDs with wallet addresses in GA4 and BigQuery.
Chat with Google Analytics 4 Data in Slack: n8n + Gemini AI Bot
Query your Google Analytics 4 data using plain English inside Slack. This free n8n template connects Gemini AI to GA4 to give instant answers directly in your Slack channel.
Automate Podcast Topic Research with AI: n8n + Gemini Workflow
Automate podcast topic research with an n8n workflow that fetches RSS feeds, uses Gemini Pro to generate ideas, and saves results to Notion with a Telegram alert.
How to Build a Free AI Agent for X (Twitter) Automated Content Creation
Build a free AI automation for X (Twitter) using Tavily AI, Zapier, and Buffer. Research trending topics, generate tweets, and schedule posts without paying for the X API.