Author: Divyaprakash Prajapati
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Multi-Agent AI: 5 Production Scaling Nightmares Solved
Quick Summary A multi-agent AI platform that ran flawlessly in demos collapsed under production load – agents blocked agents, LLM costs spiralled to 10× budget, and cascading failures defied reproduction. Our team at ScriptsHub Technologies diagnosed five production scaling nightmares and applied targeted fixes: smart orchestration, tiered model routing, distributed tracing, behavioral evaluation, and action-scoped guardrails. Result: 65% cost…
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ETL Pipeline Optimization: 8x Faster, 40% Cost Savings
The Problem: Decisions Based on Yesterday’s Data A medallion architecture is a data design pattern that organizes a lakehouse into three progressive layers – Bronze, Silver, and Gold – to incrementally refine data quality from raw ingestion through to business-ready analytics. When a mid-sized client in the pharmaceutical distribution industry approached our team at ScriptsHub Technology, they were struggling…
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How Predictive Analytics Is Revolutionizing Supply Chain Efficiency in 2025
The supply chain remains the backbone of any business, and in today’s fast-moving global economy, efficiency determines competitiveness. Fortunately, predictive analytics, powered by AI, machine learning, big data, and real-time insights, transforms supply chains from reactive to proactive. By anticipating demand spikes, forecasting delays, optimizing inventory, and minimizing risk, companies improve supply chain efficiency, resilience,…