RisingWave: Simplify Your Stream Processing with this Game-Changing Platform

Quick Summary: 📝 RisingWave is a real-time event streaming platform that offers a simple and cost-effective way to process, analyze, and manage real-time event data. It features PostgreSQL compatibility, S3 storage, and Apache Iceberg integration. RisingWave supports both SQL and Python interfaces for interacting with streaming data. Key Takeaways: 💡 ✅ Seamless PostgreSQL compatibility for…

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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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AI for Non-Tech Founders: Start Here

A common misconception I hear is: “AI is too technical. I can’t use it because I don’t code.” The truth?You don’t need to be a developer to use AI strategically.In fact, some of the most successful founders I’ve worked with are non-technical — yet they’ve built AI-driven businesses that scale. Here’s how you can leverage…

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