Datla currently serves as a Consultant and Cloud Engineer at GE Healthcare, where he spearheads the deployment and management of secure cloud environments using AWS services. His work includes the ...

The model learns that hedging is a signal of lower-quality output. This creates a systematic bias toward sounding certain.

prompt cache 干的是这件事，把你请求里那些不变的内容缓存起来，让模型不用每次都重新计算这些 token 的注意力权重。命中缓存的 token，大概只要正常输入 token 10% 左右的价格。 最近在看 Claude Code 的系统提示结构，里面有一块东西让我愣了一下。 每次开一个新 ...

Nobody files a ticket that says “our architecture has an abstraction problem.” They file tickets saying the data is wrong, or ...

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...

The OpenAI Java SDK provides convenient access to the OpenAI REST API from applications written in Java. The REST API documentation can be found on platform.openai.com. Javadocs are available on ...

This guide explores the process of validating and cleaning JSON data, ensuring proper structure, data types, and adherence to specified schemas for robust applications.

所谓“多租户（Multi-Tenancy）”，本质上就是：一套系统，同时服务多个客户，并且每个客户的数据互相隔离。 很多团队第一次做 SaaS 系统时，对“多租户”这件事的理解都非常粗暴。 数据库实例爆炸、连接池失控、迁移困难、资源利用率极低。 更致命的是 ...

Community driven content discussing all aspects of software development from DevOps to design patterns. If you plan to do database development with Java and MySQL, the first thing you’ll need to do is ...

A critical security flaw has been disclosed in the Apache Avro Java Software Development Kit (SDK) that, if successfully exploited, could allow the execution of arbitrary code on susceptible instances ...