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Camp Snap CS-8 Review: Simple Video Capture

The Camp Snap CS-8 doesn’t care about frame rates, bit rates, or whether your footage is stabilized to unerring levels of steadiness. It doesn’t want to replace your iPhone or compete with your mirrorless camera setup. What it offers instead is something far simpler and more deliberate: the feeling of shooting video for the sake…

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Unlock LLM Precision: Master Structured Output with Pydantic and Instructor

Photo by Google DeepMind from Pexels Large Language Models (LLMs) have revolutionized how we interact with AI, generating incredibly human-like text, summarizing complex documents, and even writing code. Yet, for all their prowess, LLMs inherently produce free-form, unstructured text. While fantastic for conversational AI, this unstructured nature becomes a significant bottleneck when you need to…

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Recovering Locked S3 Buckets in AWS Organizations using AssumeRoot

📍 Scenario Imagine you’re the one managing all AWS accounts under your organization. One day, a developer while trying to tighten security, applies a policy so restrictive that the he blocks out everyone including himself in the process. The policy? Something like the one below { “Sid”: “DenyAllExceptPipeline”, “Effect”: “Deny”, “Principal”: “*”, “Action”: “s3:*”, “Resource”:…

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Concurrency Mastery Through Advanced Async Programming(0026)

GitHub Homepage: https://github.com/hyperlane-dev/hyperlane My fascination with concurrent programming began during a distributed systems course where our professor challenged us to handle 100,000 simultaneous connections on a single server. Most students immediately thought about thread pools and complex synchronization mechanisms. I discovered a fundamentally different approach that revolutionized my understanding of high-concurrency web development. The breakthrough…

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