Apr 3 · 18 min read · When people say "file upload," they often mean a simple PUT to S3 and a database row. In a hobby project, that's fine. In production, it’s a liability. Production-grade file processing requires answer
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Apr 1 · 13 min read · Most cloud migrations fail not because of technology, but because of architecture decisions made too early, too casually, and without a framework designed to scale. There's a moment every platform eng
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Mar 25 · 8 min read · Hybrid AI Stack: Reduce AI API Costs by 60-80% with Intelligent Request Routing TL;DR: Run lightweight LLMs locally on CPU for simple tasks, use cloud APIs only for complex requests. Save 60-80% on AI costs while maintaining quality. Production-ready...
Join discussionMar 25 · 6 min read · Architecting a Production Multi-Agent AI Platform: Technical Leadership in Action From Concept to Infrastructure: A Case Study in Systematic Problem-Solving Over the past few hours, I architected and deployed BrightStream - a production-grade positiv...
Join discussionMar 17 · 3 min read · If you’ve worked with Amazon S3, you’ve probably encountered this error at least once: BucketAlreadyExists You try to create a simple bucket like: data-prod But AWS rejects it because someone else
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