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143291 articles · Page 343 of 7165
Deepin Linux
Deepin Linux
May 12, 2026 · Backend Development

From Zero to One: Mastering Linux NAPI High‑Concurrency Packet Reception

This article explains why traditional interrupt‑driven network I/O stalls under high traffic, introduces the NAPI (New API) mechanism that combines interrupt wake‑up with batch polling, details its core data structures and scheduling functions, and provides step‑by‑step configuration and tuning guidance to achieve efficient, low‑latency packet processing on Linux servers.

High ConcurrencyNAPIPerformance Tuning
0 likes · 35 min read
From Zero to One: Mastering Linux NAPI High‑Concurrency Packet Reception
FunTester
FunTester
May 12, 2026 · Industry Insights

How to Become an AI Test Architect and Build Deep Engineering Skills

The article explains why engineering depth is the strongest defense against AI replacement, defines the Test Architect role as a systems‑design position distinct from test execution, outlines core responsibilities such as test layering, CI/CD integration, AI testing infrastructure, cites ISTQB certifications, Gartner's AI testing quadrant, salary data, and describes the ideal candidate profile.

AI testingCI/CDTest architecture
0 likes · 9 min read
How to Become an AI Test Architect and Build Deep Engineering Skills
AI Architecture Path
AI Architecture Path
May 12, 2026 · Artificial Intelligence

Anthropic Open-Source Financial Services Toolkit Turns Claude into a Wall Street Analyst

Anthropic's newly open‑sourced financial‑services toolkit upgrades Claude from a general‑purpose model to a full‑stack analyst for investment banking, research, private equity and wealth management, offering direct MCP connections to eleven premium data providers, ten ready‑to‑use agents, seven vertical plugins, slash‑command workflows, Office integration, and two deployment modes with zero‑code setup.

Agent TemplatesAnthropicClaude
0 likes · 16 min read
Anthropic Open-Source Financial Services Toolkit Turns Claude into a Wall Street Analyst
Spring Full-Stack Practical Cases
Spring Full-Stack Practical Cases
May 12, 2026 · Backend Development

Reproducing Three Classic Spring Boot Concurrency Deadlocks in Just 10 Lines

The article explains three typical deadlock scenarios in Spring Boot 3.5—circular‑wait, connection‑pool starvation, and implicit DML deadlocks—shows minimal 10‑line code reproductions, demonstrates the resulting errors, and provides concrete fixes such as ordered locking, removing REQUIRES_NEW propagation, and using asynchronous events.

@TransactionalConcurrencyJava
0 likes · 9 min read
Reproducing Three Classic Spring Boot Concurrency Deadlocks in Just 10 Lines
Lao Guo's Learning Space
Lao Guo's Learning Space
May 12, 2026 · Artificial Intelligence

Which Inference Framework Maximizes Your GPU Performance in 2026?

This article compares six popular LLM inference frameworks—vLLM, TensorRT‑LLM, llama.cpp, ds4.c, Ollama, and Omlx—across performance, ease of use, and hardware compatibility, then provides a practical matrix to help users select the best fit for their GPU.

Apple SiliconGPU performanceTensorRT-LLM
0 likes · 10 min read
Which Inference Framework Maximizes Your GPU Performance in 2026?
AI Architecture Hub
AI Architecture Hub
May 12, 2026 · Artificial Intelligence

Martin Fowler’s Guidance on AI‑Driven Software Development

The article analyzes how AI coding tools boost delivery speed yet erode maintainability, explaining that the root cause is the mismatch between traditional deterministic software engineering and the inherent non‑determinism of large language models, and proposes a structured engineering framework to mitigate the risks.

AI codingAgentic EngineeringHarness architecture
0 likes · 11 min read
Martin Fowler’s Guidance on AI‑Driven Software Development
Linyb Geek Road
Linyb Geek Road
May 12, 2026 · Artificial Intelligence

A Comprehensive Guide to Designing Structured Prompts for AI Agents

This article explains why structured prompts are essential for AI agents, outlines their six core components, compares major frameworks such as R‑C‑S‑W‑O, Zeng Yingjie three‑stage and CRISPE, offers five optimization techniques, and provides detailed case studies on building personal prompt libraries and enterprise‑level IT policy assistants.

AI agentsCRISPECoze platform
0 likes · 35 min read
A Comprehensive Guide to Designing Structured Prompts for AI Agents
Linyb Geek Road
Linyb Geek Road
May 12, 2026 · Artificial Intelligence

10 Open‑Source Tools Cutting AI Agent Costs Ten‑Fold: Prompt Compression, Memory Management, Model Routing

The article explains how AI agents become expensive because they ingest massive, irrelevant context and shows ten open‑source projects—LLMLingua, mem0, LiteLLM, LlamaIndex + Chroma, Letta, Guidance, Aider, tiktoken + ttok—that compress prompts, manage memory, route models dynamically, add retrieval‑augmented generation, and enforce token budgeting, collectively reducing daily token usage by millions and slashing costs dramatically.

AI agentsmemory-managementmodel routing
0 likes · 17 min read
10 Open‑Source Tools Cutting AI Agent Costs Ten‑Fold: Prompt Compression, Memory Management, Model Routing
TonyBai
TonyBai
May 12, 2026 · Industry Insights

Who Says Rust Is Booming in China? 2025 Data Exposes an Uncomfortable Truth

An analysis of the 2025 "This Week in Rust" issues shows that, despite hype, China contributed only three events while regions like Europe, North America, and even Tel Aviv far outpaced it, revealing structural community issues and a lack of international visibility.

ChinaMeetupRust
0 likes · 8 min read
Who Says Rust Is Booming in China? 2025 Data Exposes an Uncomfortable Truth
Architecture Breakthrough
Architecture Breakthrough
May 12, 2026 · R&D Management

Setting Standards: How Architects Break Through Complex Stakeholder Challenges

Architects often view standards as abstract, yet when dealing with diverse stakeholder interests, establishing clear platform architecture standards—identifying key parties, building consensus, and formally publishing the rules—creates enforceable constraints that reduce conflict and give architects authoritative guidance for evolution.

R&D managementarchitecture standardsgovernance
0 likes · 3 min read
Setting Standards: How Architects Break Through Complex Stakeholder Challenges
Java Architect Essentials
Java Architect Essentials
May 11, 2026 · Artificial Intelligence

How to Use GPT‑5.5: Clear Methods and Tips

The article guides newcomers on effectively using GPT‑5.5 by breaking tasks into input‑process‑output steps, comparing ChatGPT Plus and Pro, offering prompt‑crafting techniques, and outlining scenarios to consider before subscribing, all illustrated with examples and a usage‑scenario table.

AI productivityChatGPT PlusChatGPT Pro
0 likes · 6 min read
How to Use GPT‑5.5: Clear Methods and Tips
Java Architect Essentials
Java Architect Essentials
May 11, 2026 · Databases

Why SQLark Beats Navicat: An AI‑Powered Database Tool Review

The author compares common database clients, highlights the risks of cracked Navicat and limited DBeaver, then details how SQLark’s cross‑platform support, AI‑driven features, smart SQL editor, data migration, ER diagram generation, and test‑data generator provide a more efficient and secure workflow for developers.

AI assistantData MigrationDatabase Management
0 likes · 7 min read
Why SQLark Beats Navicat: An AI‑Powered Database Tool Review
Old Zhang's AI Learning
Old Zhang's AI Learning
May 11, 2026 · Artificial Intelligence

Open‑Source Qwen3.6‑35B‑A3B Runs at 162 tok/s on a Single RTX 5090

The article introduces the open‑source Qwen3.6‑35B‑A3B model, explains its MoE architecture, three‑stage LoRA fine‑tuning, shows benchmark results where it achieves 161.9 tok/s on an RTX 5090—2.6× faster than a dense 27B counterpart—and discusses deployment tips, quantized GGUF release, and known compatibility pitfalls.

GGUF quantizationLoRA fine-tuningMixture of Experts
0 likes · 7 min read
Open‑Source Qwen3.6‑35B‑A3B Runs at 162 tok/s on a Single RTX 5090
dbaplus Community
dbaplus Community
May 11, 2026 · Databases

Why an Unindexed UPDATE Can Crash Your Business—and How to Prevent It

The article explains how running an UPDATE without an indexed WHERE clause in InnoDB under repeatable‑read can trigger full‑table next‑key locks that block other statements, halt the service, and how using indexed predicates, checking execution plans, enabling sql_safe_updates, or forcing an index can avoid the disaster.

IndexInnoDBLocking
0 likes · 8 min read
Why an Unindexed UPDATE Can Crash Your Business—and How to Prevent It