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Import Java.nio. ByteBuffer

As seen in: Tencent 腾讯, DEV Community, cnblogs.com, Martin Fowler, CSDN, Blogarama, 51cto.com, itpub.net
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Articles

Guiding an LLM for Robust Java ByteBuffer Code

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By Import Java.nio. ByteBuffer, int offSet, byte pageType, short numKeys
| Martin Fowler
This article is part of “Exploring Gen AI”. A series capturing our explorations of using gen ai technology for software development. AI editors like Cursor can generate code with remarkable speed using LLMs, handling boilerplate and providing functional snippets for various tasks. However, when building robust systems, functional correctness is only the starting point. Code must also be safe, predictable, maintainable, and free from subtle side effects.
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Guide to Real-Time Data Stream APIs

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By Import Java.nio. ByteBuffer
| DEV Community
Real-time data streams deliver the sub-second responsiveness that modern applications demand. While batch processing handles data in chunks, real-time processing transforms information instantly, creating experiences that feel truly alive. This isn't just technical preference—it's business critical. From financial fraud detection to manufacturing optimization, social media feeds to multiplayer gaming, real-time data streams have revolutionized how businesses operate.
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一场 Kafka CRC 异常引发的血案

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By Import Java.nio. ByteBuffer, Import Java.util.linked HashMap, import java.util.Map
| cnblogs.com
客户的生产环境突然在近期间歇式的收到了Kafka CRC的相关异常，异常内容如下 Record batch for partition skywalking-traces-0 at offset 292107075 is invalid, cause: Record is corrupt (stored crc = 1016021496, compute crc = 1981017560) 报错没有规律性，有可能半天都不出现一次，也有可能一小时出现2、3次 而这个报错会导致Kafka的Consumer hang死，即无法继续消费后续的消息，只能手动重启Consumer才能继续，是非常严厉的报错，导致生产不可用 简单解释一下这个异常的原因，Kafka会在每个Batch的header中存储持久化下来的消息体的CRC，所谓CRC可以简单理解为TCP的checkSum，而后Consumer在收到这条消息后，将Batch...
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