Engineering insights
Tutorials, deep dives, and practical guides for building AI agents with real-time web search.
OpenClaw vs Claude Code for Terminal Agents
A head-to-head comparison of OpenClaw and Claude Code for terminal-native coding agents. Which one ships faster? Which one breaks less?
An AI Equity Research Framework with Real-Time Data
Design principles for building an AI equity research framework that pulls real-time financial data from Google search, news, and Knowledge Graph.
Track How Often ChatGPT and Perplexity Cite Your Brand
A daily AEO tracker that measures whether ChatGPT, Perplexity, and Claude recommend your brand in your category -- and why traditional SEO tools miss this.
Cold Email Pipeline: Verified Owner Emails at $0.037 Each
Building a cold email enrichment pipeline using Google Maps and search data to find and verify local business owner contact information.
x402 Paid APIs for AI Agents
The x402 protocol turns HTTP 402 into programmable micropayments for AI agents. Here is why it matters and how to think about it.
The B2B Research Agent Bottleneck Is Data, Not the LLM
Why autonomous B2B research agents fail at data quality, not reasoning. How structured search APIs fix the input layer.
Framer and Lovable Sites Are Invisible to LLMs -- Here Is the Fix
Answer-engine crawlers do not run JavaScript, so JS-rendered marketing sites vanish from ChatGPT and Perplexity. Four fixes, ranked by effort.
I Built an AI Agent Army in n8n That Replaced My Assistant
How to build a fleet of AI agents in n8n using Scavio for web search, product lookup, and YouTube data. Practical workflow automation.
Your Vibe-Coded App Needs Real Data
Every Bolt, Lovable, and Replit Agent app ships with hardcoded mock data. Swap it for real data in five steps and one API key.
Pain-Scanning Pipelines: Finding B2B Problems from Court Filings
Using search APIs to build automated pipelines that discover B2B pain points from public court filings and news sources.
SearXNG vs Managed Search API: When to Self-Host
SearXNG seems free but has a real ops tax. Here is when self-hosting makes sense and when a managed search API wins.
Building an AI Shopping Friend That Searches All Stores
How to build an AI shopping assistant that compares products across Amazon and Walmart using a unified multi-platform search API.
LinkedIn Post Comment Enrichment Pipeline
A pipeline that finds LinkedIn posts by topic, extracts commenters, and enriches them into the CRM -- without touching LinkedIn directly.
Genuinely Useful PPC Tools You Can Build Yourself
Building practical PPC tools using SERP data -- ad copy monitoring, keyword position tracking, and competitor ad analysis.
Qwen 3.6 and Gemma 4 Local Agents with Scavio
Build a fully local agent on Qwen 3.6 or Gemma 4 with Scavio as the only external dependency. Benchmarks and cost comparison included.
Cursor Agent vs Gemini CLI vs Codex CLI
Three terminal coding agents, compared after a month of shipping with each. Setup, benchmarks, and a clear picking guide.
How I Find 2-5 Customers Daily Using Claude MCP + LinkedIn
A practical workflow for finding and qualifying prospects daily using Claude with MCP web search and LinkedIn research.
My CEO Screenshotted ChatGPT Recommending Our Competitor
What to do when AI chatbots recommend your competitor. An SEO response strategy using SERP monitoring and content positioning.
An AI Agent That Tells You If an npm Package Is Worth Using
Building an AI agent that evaluates npm packages using search data, GitHub stats, and community sentiment from Reddit.
I Tracked What AI Agents Actually Do When Nobody Is Watching
Observability for AI agents in production -- tracking tool calls, data quality, latency, and silent failures.
Connect Scavio to Any AI Assistant with MCP
Scavio now supports the Model Context Protocol. Connect to Claude, Cursor, Windsurf, VS Code, ChatGPT, and any MCP-compatible client with a single config -- no code required.
Scraping Google Maps for New Business Openings in Your Area
How to find new business openings using Google Maps search API instead of fragile browser scraping.
TikTok Product Research for Dropshipping with API Data
Cross-referencing TikTok trending products with Amazon and Walmart data to validate dropshipping opportunities.
Why I Built My Own Rank Tracker (And What I Discovered)
Building a custom rank tracker using a SERP API and discovering what commercial tools hide about real search data.
Real-Time Search in OpenClaw Agents with Scavio Skills
Step-by-step guide to installing Scavio's four ClawHub skills (Google, Amazon, YouTube, Walmart) into an OpenClaw agent. Covers installation, API key setup, per-skill response schemas, and credit usage.
Build a Cross-Platform Product Research Agent with LangGraph
Build a LangGraph agent that searches Amazon and Walmart in parallel, pulls YouTube reviews for the top candidates, and returns a structured buying recommendation. Full code included.
Uncensored AI Search: Local LLMs with Web Access
Setting up uncensored web search for local LLMs using Scavio as the search backend via MCP or function calling.
How to Feed Real-Time Web Content into Your GPT Pipeline
A practical guide to feeding live web content into a GPT pipeline without building a web crawler.
The Easiest Way to Install MCP Servers in 2026
A practical guide to the easiest MCP server setup for Claude Code, Cursor, and VS Code with HTTP transport.
How Claude MCP Connectors Actually Work Under the Hood
Deep dive into how Claude MCP connectors work -- HTTP transport, tool registration, authentication, and request lifecycle.