capacity
capacity on Beyond Market Intelligence: a running collection of 5 stories we have gathered and hand-picked because they are worth your time. Every post here touches on capacity in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around capacity, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.
Presentation: Beyond Line Charts: Why Some Diversity in Telemetry Visualization Is Long Overdue
For years, system observability has relied too heavily on line charts, obscuring critical insights. Yao Yue, drawing on 15 years of experience operating large-scale systems, argues it's time for a change. This presentation, "Beyond Line Charts," explores the fundamental limitations of this default visualization and demonstrates how engineering leaders can transform telemetry data to directly address capacity, latency, and fleet-sizing challenges.
Anthropic continues compute-gobbling streak in $45B deal with Nscale
Anthropic's demand for computing power continues to surge, evidenced by a substantial $45 billion agreement with infrastructure provider Nscale. This deal underscores Anthropic’s rapid expansion and commitment to advanced AI development. The company’s aggressive investment in compute resources reflects the escalating needs of modern AI models. For further insight into the broader trends driving this demand, explore our article, "Amazon just tripled its order of Nvidia chips over ‘surging demand’." This expansion signals a future-focused approach to AI infrastructure.
Texas halts new data centers as governor calls for audits
Texas’s rapid data center boom is facing a critical pause. Governor Abbott has ordered audits and halted approvals for new facilities, citing concerns over strain on the state’s power grid. Previously a magnet for tech companies seeking favorable regulations and plentiful energy, Texas now demonstrates that even robust infrastructure has limits. This development highlights a growing tension between data-intensive innovation and resource management.
Data centers may face temporary power cuts to prevent blackouts on largest US grid
The nation's largest power grid is proactively addressing the strain from rapidly expanding data center infrastructure. To prevent potential blackouts, grid operators are implementing temporary power cuts for some data centers. This decisive action highlights the accelerating demand and the need for innovative power solutions. Discover how companies like Antares are exploring alternatives, having recently secured $470 million to develop small modular reactors for military applications. These measures ensure grid stability while data-intensive operations continue to evolve.
'We have maybe 20 months' to rebuild for AI agents, Meta's infrastructure VP tells VB Transform 2026
The shift to agentic AI demands immediate infrastructure transformation. Meta VP of Engineering Barak Yagour, speaking at VB Transform 2026, highlighted a critical timeframe: “We have maybe 20 months to rebuild the whole thing for a world where humans and agents co-create at scale.” Automated traffic now surpasses human traffic, reshaping foundational assumptions about data consumption. Meta is prioritizing agent-aware infrastructure, focusing on dynamic controls, robust identity management, and accelerated data velocity—a flywheel effect driving innovation across agents, data, and recommendations.