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Thoughts & Insights

Deep dives into AI, machine learning, software development, and building products that matter.2 articles published

December 15, 2024

The Age of AI Agents: From Chatbots to Autonomous Systems

Explore how AI agents are transforming software from reactive chatbots to proactive autonomous systems. A deep dive into cognitive architecture, the latest LLMs and frameworks, multi-agent collaboration, and the future of agentic AI in 2024-2025.

Scaling Computer Vision to 1M Images: Architecture Deep-Dive of Remove-BG.io

From 15-second processing times to sub-2-second latency at scale: the complete technical journey of building a computer vision service that processed 1M images for $40/month using edge-first architecture, aggressive caching, and PyTorch optimization.