Cost-Optimized Agent Architecture: Strategic Model Selection and Caching for Multi-Agent Systems
Author(s): David Pradeep Originally published on Towards AI. Cost-Optimized Agent Architecture: Strategic Model Selection and Caching for Multi-Agent Systems The first time I stared at a cloud bill after deploying a fleet of AI agents, the numbers felt like a punchline, my …
AI Agent Production Debugging Guide for Real-Time Issue Resolution
Author(s): David Pradeep Originally published on Towards AI. AI Agent Production Debugging Guide for Real-Time Issue Resolution The pager goes off at 2 a.m., and suddenly you’re staring at a dashboard showing that your AI-powered customer recommendation engine has started returning empty …
Migration to Agent-First Architecture for Enhanced Security
Author(s): David Pradeep Originally published on Towards AI. Migration to Agent-First Architecture for Enhanced Security The first time I tried to migrate a legacy order-processing service to an agent-first model, the biggest surprise wasn’t the refactoring effort, it was how many hidden …
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