SMSujal Maitiinsujal.hashnode.dev·Aug 29 · 11 min readThe Hardest Part of Agentic AI Isn’t Building the Agent. It’s Teaching It to Improve. internalWe talk a lot about making AI agents more autonomous—giving them tools, memory, planning loops, and the ability to execute tasks. But there’s a more interesting question: How does an agent act00
SMSujal Maitiinsujal.hashnode.dev·Aug 23 · 10 min readYour AI Agent Works. Now Make It Production-ReadyBuilding an AI agent today is surprisingly easy. Give an LLM a prompt. Add a few tools. Connect an MCP server. Let it call APIs. Add some memory. And suddenly, you have an "agent." The demo works. It 10
SMSujal Maitiinsujal.hashnode.dev·Feb 23 · 9 min readArt of Building Resilient and Scalable Systems: Adaptive Learning System :) Every year, enterprises spend over $350 billion on employee training. And every year, most of it is wasted. Not because companies don't care — but because the systems they use were designed for a worl00
SMSujal Maitiinsujal.hashnode.dev·Jan 31 · 5 min readWhy Agent Harnesses Become Critical in 2026We’re at a clear inflection point in the agentic AI journey. For the last few years, progress was easy to measure. New models dropped, benchmarks went up, and leaderboards told us who was “better.” SWE-Bench, MMLU, coding benchmarks — model A beats m...00
SMSujal Maitiinsujal.hashnode.dev·Dec 20, 2025 · 4 min readAgentic Browsers Unleashed: Revolutionizing AI SEO in 2025 and BeyondAI SEO harnesses autonomous AI agents and advanced algorithms to dynamically optimize content, predict search trends, and personalize user experiences, while agentic browsers are rapidly evolving into intelligent, goal-oriented systems that autonomou...00
