SDSayan Deinsayande.hashnode.dev·Mar 23 · 6 min readHow I Reduced Token Cost While Building With Many MCPsMy agent connects to 9 MCP servers -- Gmail, Google Docs, Sheets, Slides, Calendar, Drive, Notion, Vercel, and web search. That's 80+ tools. Every tool schema gets serialized into the LLM's context wi00
SDSayan Deinsayande.hashnode.dev·Mar 12 · 23 min readBuilding an Autonomous AI Agent: A Deep Dive into the Architecture [ Part - 2 ] with more explanations and code samplesThis blog is an extension of this How I built a production AI agent that takes natural language requests, decomposes them into multi-step workflows, executes them across 10+ integrations via MCP, and00
SDSayan Deinsayande.hashnode.dev·Mar 6 · 13 min readBuilding an Autonomous AI Agent: A Deep Dive into the ArchitectureHow I designed an AI agent that takes natural language requests, decomposes them into multi-step workflows, executes them across integrations via MCP, and gives humans control over every write operati00
SDSayan Deinsayande.hashnode.dev·Feb 19 · 13 min readChat 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, power00
SDSayan Deinsayande.hashnode.dev·Feb 7 · 11 min readThe Easiest Way to Reduce MCP Token costs! ( NLP classifier )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-pha00
