MMma michaelincloudsway.hashnode.dev·21h ago · 8 min readSales Prospecting with Web Search: How to Research Prospects Before OutreachSuggested tags: Artificial Intelligence API Automation SaaS TL;DR Sales databases are useful for finding who to contact. Live web search helps answer a different question: Why might this account be wo00
MMma michaelincloudsway.hashnode.dev·22h ago · 9 min readHow to Build a Competitor Monitoring Workflow with a Web Search APITL;DR Competitor monitoring works best when you track business signals, not every page change. A practical workflow looks like this: Competitors ↓ Monitoring Objectives ↓ Web Search API ↓ Rel00
MMma michaelincloudsway.hashnode.dev·22h ago · 9 min readWeb Search API for AI Developers: How It Works and When to Use OneTL;DR A Web Search API gives AI applications access to information that changes after an LLM was trained. It is especially useful for: AI agents that need current web information RAG systems that nee10
MMma michaelincloudsway.hashnode.dev·Aug 6 · 13 min readHow to Build a Source-Backed Research Paper Search Workflow with AIA practical architecture for natural-language paper discovery, original-source reading, and verifiable literature reviews. Finding a research paper is easy when you already know its title, author, DOI00
MMma michaelincloudsway.hashnode.dev·Aug 6 · 6 min readAgentic Workflows: Building Real-Time Search into Agent GraphsAgentic workflows turn a language model into a system that can plan, route tasks, call tools, evaluate results, and decide what to do next. AI agent frameworks such as LangGraph and CrewAI make this o00
