Devuly | Smart Analytics for Developers & Projects

Agentic AI in 2026 is evolving from systems that can merely answer questions into enterprise-grade agent infrastructure that can execute, plan, and collaborate. This article distills seven major trends: tool orchestration, multi-agent systems, autonomous decision-making, context engineering, MCP, security and governance, and agent programming. Keywords: Agentic AI, MCP, Context Engineering. Technical Snapshot Parameter Details Domain … Read more

This roadmap is designed for Chinese developers learning Agents: learn-claude-code breaks down the essence of an Agent through a minimal loop and tool calling, while hello-agents fills in the bigger picture with a complete Chinese tutorial covering frameworks, protocols, and hands-on projects. Together, they address three common pain points: getting started, gaining practical experience, and … Read more

Redis is a high-performance NoSQL database widely used for caching, queues, and distributed locks. This article focuses on production-ready configuration and optimization practices that address common risks such as insecure default launches, uncontrolled memory usage, unstable persistence, and insufficient high availability. Keywords: Redis configuration, performance optimization, high availability. Technical Specifications Snapshot Parameter Description Language C … Read more

The core of Linux thread synchronization is not just thread safety. It is about establishing when a thread should access shared state on top of mutual exclusion. This article focuses on condition variables, blocking queues, and the producer–consumer model, explaining the atomic behavior of pthread_cond_wait, why while protects against spurious wakeups, and how semaphore-based designs … Read more

Docker is a container platform for application packaging, isolation, and delivery. Its core value lies in eliminating environment drift and improving deployment efficiency. This article focuses on images, containers, registries, Dockerfiles, and hands-on competition image creation to solve the common problem of “it works in development, but cannot be reproduced at submission time.” Keywords: Docker, … Read more

This article focuses on the HarmonyOS 6 smart home control system, “Luminous Home,” whose core idea is to model rooms, navigation, and lighting effects as a unified interaction system. It addresses common issues in traditional smart home apps, such as frequent page switching, weak state feedback, and fragmented scene control. Keywords: HarmonyOS 6, floating navigation, … Read more

[AI Readability Summary] Kubernetes uses imagePullPolicy to control whether a Pod pulls an image from a remote registry at startup. This setting directly affects image consistency, startup latency, and private registry authentication. This article covers all three policies, default rules, Harbor/ACR pull configuration, and troubleshooting. Keywords: Kubernetes, imagePullPolicy, Harbor. Technical Specification Snapshot Parameter Description Domain … Read more

This article focuses on choosing between KMP and Flutter for cross-platform development: KMP is best for sharing business logic while preserving native UI, whereas Flutter is best for delivering a unified multi-platform interface from a single codebase. The core challenge is balancing performance, delivery speed, and team capabilities. Keywords: KMP, Flutter, cross-platform architecture. Technical Specifications … Read more

Built for AI comic and storyboard production, this article breaks down how to quickly recreate the infinite canvas interactions used by TapNow and LiblibTV with React Flow. It addresses three common problems: uncontrollable prompt-only creation, messy node editing, and slow frontend prototyping. Keywords: React Flow, Infinite Canvas, Prompt Composer. Technical Specifications at a Glance Parameter … Read more

[AI Readability Summary] Elasticsearch now supports Prometheus Remote Write as a native ingestion endpoint. It can receive Snappy-compressed Protobuf metric streams directly and write them into TSDS data streams without an intermediate adapter layer. The key benefits are lower integration complexity, preservation of the Prometheus label model, and support for PromQL and ES|QL queries. Keywords: … Read more