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BuildBuilding Your First RAG Pipeline: A Developer’s Guide to Context-Aware AI

Avnish Yadav – February 21, 2026 · 8 MIN READ

Building Your First RAG Pipeline: A Developer’s Guide to Context-Aware AI

LLMs hallucinate. RAG fixes that. This guide walks through building a retrieval pipeline from scratch, covering ingestion, chunking strategies, and how to evaluate your system.

BuildThe Engineer’s Guide to Debugging AI Agents: From Hallucinations to Reliable Systems

Avnish Yadav – February 21, 2026 · 7 MIN READ

The Engineer’s Guide to Debugging AI Agents: From Hallucinations to Reliable Systems

AI agents are non-deterministic by nature, making traditional debugging useless. Here is my systematic framework for logging, tracing, and fixing agent failures in production.

BuildBuilding an AI Agent That Writes to Notion: Schema Design & API Logic

Avnish Yadav – February 21, 2026 · 7 MIN READ

Building an AI Agent That Writes to Notion: Schema Design & API Logic

Stop pasting LLM outputs manually. Learn how to architect a Notion database schema and build a Python-based agent that autonomously writes, formats, and updates status fields via the Notion API.