@anishratnawat
Where High-Level Design Meets Real-World Solutions
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Apr 7 · 6 min read · What is MCP? The Model Context Protocol (MCP) is an open standard created by Anthropic that provides a universal interface for connecting AI models to external data sources, tools, and services. Think
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Mar 28 · 16 min read · Table of Contents The AI Reliability Problem What Is an Agent Harness? Harness vs. Orchestrator — What's the Difference? The 5 Core Components of a Good Harness Advanced Pattern: Persistent Memor
Join discussionMar 7, 2025 · 7 min read · In distributed systems, managing data placement and load balancing efficiently is crucial. One powerful tool for addressing these challenges is consistent hashing. This blog will explore consistent hashing, provide an example, and discuss why it is s...
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Feb 3, 2025 · 6 min read · One of the recent breakthroughs is Retrieval Augmented Generation (RAG). This concept blends the power of generative models with external retrieval systems to enhance the quality and accuracy of responses. When coupled with vector databases and AI ag...
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Jan 24, 2025 · 8 min read · Artificial Intelligence (AI) has evolved significantly over the years, with Large Language Models (LLMs) leading the way in natural language understanding and generation. However, a new paradigm is emerging—AI Agents. Unlike traditional LLMs, AI Agen...
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