blogs.sayande.xyzChat Automation with MCPA technical deep dive into building a production-grade AI agent with dynamic workflow planning, Human-in-the-Loop approval, multi-hop tool calling, and Model Context Protocol (MCP) integrations, power3h ago·13 min read
blogs.sayande.xyzThe Easiest Way to Reduce MCP Token Costs!How I reduced MCP token costs by 80-90% with a two-phase NLP classifier TL;DR Instead of implementing a complex code-execution sandbox where the LLM writes TypeScript to call tools, I built a two-phase integration classifier: Phase 1 uses stemmed ke...Feb 7·10 min read
blogs.sayande.xyzThe easiest way to reduce MCP token costs! ( RegRex approach )How I reduced MCP token costs by 80-90% with a simple YAML config + regex approach TL; DR Instead of implementing a complex code-execution sandbox where the LLM writes TypeScript to call tools, I built a simple YAML-based integration registry with re...Jan 30·10 min read
blogs.sayande.xyzBuilding Intelligent Web Automation: A Deep Dive into Stealth Scraping, AI-Powered Extraction, and Session PersistenceModern websites employ sophisticated anti-bot measures, making traditional web scraping increasingly challenging. This blog explores three critical techniques for building robust, intelligent web automation systems: stealth-mode automation, AI-powere...Dec 26, 2025·9 min read
blogs.sayande.xyzI have built around 100 agents. Here's what I learnt about the AI AgentThere are decades where nothing happens, and weeks where decades happen. Currently, we are at this point where we literally have newer models, newer optimization techniques, new architectures which are completely going unnoticed by most of us in the ...Nov 15, 2025·3 min read
