6d ago · 8 min read · You are building a production LLM pipeline where costs matter — a document processing API, a translation service, a data extraction system. You have compared provider pricing. You have a spreadsheet.
Join discussionDec 28, 2025 · 5 min read · The Illusion of Cost Control Your organization likely has a suite of cloud cost dashboards, alerts, and reports. You can see your spend, track it by team, and get notified when a service spikes. Yet, despite this visibility, controlling cloud costs r...
Join discussionOct 15, 2025 · 10 min read · Your cloud FinOps playbook just became obsolete. Not because you're doing it wrong. Not because cloud costs stopped mattering. But because a new cost category just overtook everything you've spent years optimizing. I manage over $30M in combined clou...
Join discussionJul 30, 2025 · 3 min read · Most teams estimating AI agents development cost in 2025 still make a fundamental mistake: they are constrained by a mindset developed in a time when automation was chatbots, fixed workflows, and basic integrations. In 2021, a "smart agent” was typi...
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Jun 23, 2025 · 8 min read · AI model compression is redefining cloud AI by making large-scale deep learning faster, cheaper, and more sustainable. Using techniques like pruning, quantization, and knowledge distillation, organizations can reduce GPU costs, cut inference latency,...
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