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Recent Posts
How Uber Stopped 9.5 Million Wasted Requests With Error Ownership
How Uber Stopped 9.5 Million Wasted Requests With Error Ownership Picture this: one service in your infrastructure goes down. Seconds later, every service connected to it starts retrying. Then the services connected to those services retry too. What started as
Google’s Gemini 4 Argon Is Built to Reason, Not Just Respond
Google’s Gemini 4 Argon Is Built to Reason, Not Just Respond Most AI tools are great at the first draft. They write emails, summarize documents, and help you think through problems faster. What they struggle with is multi-step reasoning, long
How Uber Stopped a Cascading Failure from Becoming a Catastrophe
How Uber Stopped a Cascading Failure from Becoming a Catastrophe During a major outage, Uber’s infrastructure prevented 9.5 million unnecessary network requests from going out. The mechanism behind that number is called error ownership, and it’s one of the most
OpenAI’s Dots: The AI Agent That Works While You Sleep
OpenAI’s Dots: The AI Agent That Works While You Sleep OpenAI just shipped something that will change how knowledge workers think about their day. Dots are persistent AI agents powered by GPT-6 Astra, each with its own cloud computer, browser,
How Uber Stopped 9.5 Million Unnecessary Requests in One Outage
When a service goes down in a distributed system, every other service that depends on it will try again. That’s called a retry, and it’s standard engineering practice. The problem arrives when thousands of services all retry simultaneously against something