Facing rising component costs and Windows 11 compatibility walls, IT teams are shifting from wholesale recycling to strategic salvage operations. Discover how stripping 7th-gen laptops for DDR4 and NVMe drives creates a valuable spare parts ecosystem while saving thousands.
A real-world M4 Mac mini cluster is saving $120 per day by replacing Google Speech-to-Text with whisper.cpp and Silero VAD. This comprehensive guide explores the architecture, cost calculations, and practical implementation for 2026.
In a surprising market reversal, 2026 is shaping up as the year of hardware nostalgia. With NVIDIA rereleasing the RTX 3060, Samsung ramping DDR4, and AMD considering Zen 3's return, we explore what this means for automation engineers, DevOps teams, and infrastructure budgets.
GitHub's announcement of a $0.002/minute fee for self-hosted runners has sent shockwaves through the DevOps community. For some teams, this means thousands in unexpected monthly costs. Here's what you need to know and how to respond.