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Learn how to turn unexpected cloud service disruptions into automatic cost savings.

A cream risk-factors page from Anthropic's Form S-1, mostly redacted in black bars, with quotes highlighted about catastrophic risks to humanity, misaligned models, behavior resembling blackmail, and no insurer having sufficient capacity, stamped NOW OFFERED TO THE PUBLIC in red, beside the headline Insurers won't take this risk. You can, at $2 trillion.
Tyler

Tyler

Everyone Is Hedged on the Anthropic IPO Except You

Amazon, Google, and Microsoft win if Claude wins, get paid if it stalls, and take share if AI prices collapse. The only party holding unhedged risk is the person buying the stock.

A cluttered desk at night with stacks of tabbed reports, a laptop full of open windows, and a cold coffee, while a desk lamp lights a single index card and pen in the foreground
Tyler

Tyler

Stop Calling It Research

You don't have a strategy problem. You have a decision you've been dressing up as research.

A server rack meter with its needle buried in the MAX zone and every resource at 100%, beside a padlocked data center gate reading SERVER AT MAX CAPACITY, NO ENTRY, PLEASE TRY LATER, with pending API requests queued down the aisle behind it
Ali Kadhim

Ali Kadhim

Capacity Is the New Outage

Rate limits, not crashes, are now the dominant failure mode in production AI. Almost none of it registers as downtime.

Massive GCP Outage
Andy

Andy

Massive GCP Outage Thursday 6/12/25

A major Google Cloud Platform outage disrupted services worldwide on June 12, 2025. Here's what happened, which services went down, and how to file for SLA credit recovery.

FinOps X 2025 Review
Tyler

Tyler

FinOps X Review and Takeaways

Our team attended FinOps X 2025 and came back with key insights on the trends shaping cloud financial management, cost accountability, and automated SLA recovery.

Reclaim Leverage With The Cloud Oligarchs
Andy

Andy

Reclaim Leverage With The Cloud Oligarchs

AWS, Azure, and GCP control the cloud market — but that doesn't mean you're powerless. Here's how to hold providers accountable and reclaim leverage through automated SLA enforcement.