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Architecture Digest

Focusing on Java backend development, covering application architecture from top-tier internet companies (high availability, high performance, high stability), big data, machine learning, Java architecture, and other popular fields.

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Architecture Digest
Architecture Digest
Jul 14, 2026 · Artificial Intelligence

How DeepSeek V4’s CSA+HCA Architecture Turns Million‑Token Context into a Cheap Feature

DeepSeek V4 introduces a hybrid CSA/HCA attention mechanism and a Mixture‑of‑Experts design that reduces inference cost to 27% of its predecessor, enables a 1‑million‑token context as a standard feature, and runs efficiently on both NVIDIA GPUs and Huawei Ascend NPU, dramatically lowering the barrier for Java developers to integrate large‑scale AI.

CSADeepSeek V4HCA
0 likes · 10 min read
How DeepSeek V4’s CSA+HCA Architecture Turns Million‑Token Context into a Cheap Feature
Architecture Digest
Architecture Digest
Jul 13, 2026 · Artificial Intelligence

Deep Dive into Solon AI v4.0.3: The Seven‑Layer Java Full‑Stack Agent Framework and How to Get Started

Solon AI v4.0.3 introduces a seven‑layer Java full‑stack agent framework, unifies model access, adds robust RAG and multi‑agent capabilities, delivers benchmarked performance gains, and provides a step‑by‑step path for Java developers to build enterprise‑grade AI applications.

AI frameworkJavaPerformance
0 likes · 8 min read
Deep Dive into Solon AI v4.0.3: The Seven‑Layer Java Full‑Stack Agent Framework and How to Get Started
Architecture Digest
Architecture Digest
Jul 3, 2026 · Cloud Native

Dissecting Nacos 3.x Distro Protocol: The Distributed Design Behind the 1000 ms Delay

The article deep‑dives into Nacos 3.x’s custom Distro protocol, explaining why Alibaba created it, how its three‑layer architecture, two‑stage delayed‑merge task model, responsibility sharding, periodic version verification, full‑snapshot loading for new nodes, and fixed‑delay retry together achieve low‑latency, message‑efficient AP synchronization for service registration.

Distro protocolNacosdelay merge
0 likes · 14 min read
Dissecting Nacos 3.x Distro Protocol: The Distributed Design Behind the 1000 ms Delay
Architecture Digest
Architecture Digest
Jul 3, 2026 · Artificial Intelligence

From Chatting to Getting Things Done: LLM, RAG, Function Calling & Harness in AI Travel Planning

The article walks through a step‑by‑step evolution of AI—from large language models and prompt engineering to retrieval‑augmented generation, function calling, agents, and harnesses—illustrated with a concrete travel‑planning scenario, showing how each technology adds real‑world capability.

AIAgentFunction Calling
0 likes · 12 min read
From Chatting to Getting Things Done: LLM, RAG, Function Calling & Harness in AI Travel Planning
Architecture Digest
Architecture Digest
May 20, 2026 · Industry Insights

Feishu CLI Hits 10K Stars in Just 47 Days – Why It’s Exploding

The open‑source Feishu CLI surged to over 10,000 GitHub stars within 47 days, outpacing rival office‑platform CLIs, thanks to its three‑layer command architecture, built‑in Skill system, and seamless integration with AI agents that can automate full‑cycle office workflows.

AI AgentAutomationCLI
0 likes · 11 min read
Feishu CLI Hits 10K Stars in Just 47 Days – Why It’s Exploding
Architecture Digest
Architecture Digest
May 19, 2026 · Industry Insights

2026 Salary Distribution Across China’s Top Internet Companies

The article presents a detailed 2026 salary‑range breakdown for major Chinese internet firms, highlighting that most staff fall into the 20‑30K and 30‑50K brackets, while high‑pay (50K+) and low‑pay (6‑10K) segments are comparatively sparse.

2026 dataChina internet companiescompensation analysis
0 likes · 3 min read
2026 Salary Distribution Across China’s Top Internet Companies