A tinkering programmer and author of "Spring Cloud Microservices in Action"
This guide shows how to obtain a free API key from Tencent Cloud's Knowledge Engine, configure OpenAI SDK or a chat client, and call the full‑size 671B DeepSeek‑R1 model without local hardware constraints, with step‑by‑step instructions and sample code.
Learn how to deploy the open‑source DeepSeek‑R1 model using Ollama on Linux or macOS, configure various model sizes, and integrate it into a Spring Boot application with Spring AI to build an API‑driven translation service, complete with code examples and testing.
This step‑by‑step guide shows how to use Coze’s AI application development features to create, test, and publish a no‑code WeChat mini‑program that generates avatars, covering app creation, workflow design, UI building, online debugging, and one‑click deployment.
This article demonstrates how to create an AI‑driven personal expense‑tracking assistant by leveraging Zhipu's GLM‑4V‑Flash multimodal model for receipt OCR, generating SQL statements, and integrating them with MaxKB workflows and a MySQL database, complete with code snippets and deployment steps.
This article consolidates a series of ByteMonk videos covering essential microservice architecture patterns—including service registration and discovery with Eureka, API gateway design, event‑driven architecture, service mesh, aggregator pattern, per‑service databases, bulkhead and strangler patterns, and monolith decomposition case studies—providing practical insights for building scalable, resilient systems.
The article argues that despite AI’s recent breakthroughs, it cannot solve the inherent complexity of software development, and revisits classic software design principles—from modularity and code design to maintenance and performance—presented in John Ousterhout’s “Software Design Philosophy (2nd edition)” as essential guidance for developers.
Upgrading to Spring Boot 3.3.5 can cause Hibernate to generate table columns in a different order than the fields in your @Entity class, but by copying and adjusting the PropertyContainer class you can restore the original field order and avoid schema inconsistencies.
After receiving unexpected CDN usage alerts, I investigated the spike, identified a malicious IP, and applied access‑control blacklists, anti‑leech settings, UA blocking, and usage‑cap limits, which instantly reduced bandwidth and traffic, illustrating effective CDN security measures.
This article explains the pivotal role of technical architects in bridging business analysis, project execution, and architecture governance, introduces a triangular collaboration model to overcome information asymmetry, and presents a systematic 0→1→N thinking framework with practical methods for identifying key issues, decomposing complexity, and designing future‑proof, decoupled systems.
This article explains the Raft consensus algorithm's leader election, log replication, and log alignment processes using a three‑node cluster example, detailing heartbeat timeouts, RequestVote handling, AppendEntries messaging, and the iterative steps required to keep followers consistent with the leader.
