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GSGanesh Sincsquare.hashnode.dev·Feb 1 · 3 min read

Building Dependable Agentic Workflows Using Functional Scaffolding

Originally published at:https://codetocuriosity.blogspot.com/2025/11/functional-scaffolding-for-agentic-llm.html Agentic LLM systems tend to fail in predictable ways: brittle reasoning, uncontrolled tool use, poor observability, and feedback loops th...

ASAkash Shettyinakashshetty22.hashnode.dev·Dec 22, 2025 · 2 min read

Real-time AI Answers with Socket.IO – Building a Faster, Streamed EduChat Experience

Hashnode post draft Why I Switched to Socket.IO for EduChat’s Answer Generation When I started building EduChat, I hit a familiar problem: traditional request–response APIs made the app feel slow and “blocking” whenever an AI answer was generated. Fo...