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Wu Shixiong's Large Model Academy
Wu Shixiong's Large Model Academy
Apr 28, 2026 · Artificial Intelligence

Why Bigger Context Fails for Deep Research Agents and How IterResearch Fixes It

Interviewers point out that simply enlarging the LLM’s context window cannot prevent forgetting early conclusions in long‑step Deep Research tasks; the article explains the ReAct context issues, introduces the IterResearch framework with evolving reports, and compares its accuracy, cost, and scalability against ReAct and ReSum.

Context ManagementDeep ResearchIterResearch
0 likes · 17 min read
Why Bigger Context Fails for Deep Research Agents and How IterResearch Fixes It
AI Programming Lab
AI Programming Lab
Apr 28, 2026 · Artificial Intelligence

Building an Autonomous AI Research Team for Paper Writing

The author details how they assembled a multi‑agent AI research team on the Moxt platform, defined specific roles, ran a full literature‑review workflow for Harness Engineering, compared it with a prior OpenClaw‑Discord setup, and highlighted observability and scheduling benefits.

AI AgentsDiscordLiterature review
0 likes · 10 min read
Building an Autonomous AI Research Team for Paper Writing
SpringMeng
SpringMeng
Apr 28, 2026 · Backend Development

A Free, Cross‑Platform Postman Alternative That Beats Performance

The article reviews Reqable, a free, cross‑platform API testing tool that eliminates Postman's performance bottlenecks, login requirements, and paid features, offering faster startup, lower memory usage, HTTP/2‑3 support, data migration, and an active open‑source community.

API testingFlutterHTTP/2
0 likes · 7 min read
A Free, Cross‑Platform Postman Alternative That Beats Performance
Architect's Guide
Architect's Guide
Apr 28, 2026 · Backend Development

Tired of Endless if‑else? Try a Rule Engine for Cleaner Logic

The article shows how a growing list of if‑else checks for user eligibility becomes hard to maintain, then walks through designing and implementing a Java rule engine—defining rule abstractions, building an AND/OR executor, and demonstrating usage with concrete examples, while discussing its advantages and drawbacks.

Code ExampleJavaRule Engine
0 likes · 7 min read
Tired of Endless if‑else? Try a Rule Engine for Cleaner Logic
Xiaomi Tech
Xiaomi Tech
Apr 28, 2026 · Artificial Intelligence

AI‑Generated Pet Companions for the New Xiaomi SU7: How Vision Forge Brings Your Own Pet to the Car Cockpit

The article details how Xiaomi's Vision Forge AI engine creates a high‑fidelity, lively 3D pet avatar from a single photo, integrates it into the SU7 cockpit with precise matting and motion, and explains the underlying model architecture, reinforcement‑learning enhancements, and inference optimizations that make the feature both realistic and responsive.

3D avatarAIAutomotive
0 likes · 10 min read
AI‑Generated Pet Companions for the New Xiaomi SU7: How Vision Forge Brings Your Own Pet to the Car Cockpit
Top Architecture Tech Stack
Top Architecture Tech Stack
Apr 28, 2026 · Artificial Intelligence

Google’s Agent Skills Hits 23K+ Stars – Adding Engineering Discipline to AI Coding

Google’s Gemini team released the open‑source Agent Skills framework, which packages senior engineers’ development workflows and standards into reusable skills, offering 20 skills, 7 slash commands, and three parallel agent roles to enforce engineering discipline across the software lifecycle, and it has already attracted over 23,000 GitHub stars.

AI programmingAgent SkillsClaude Code
0 likes · 8 min read
Google’s Agent Skills Hits 23K+ Stars – Adding Engineering Discipline to AI Coding
Black & White Path
Black & White Path
Apr 28, 2026 · Information Security

Hackers Exploit React2Shell via Telegram Bot, Breaching Over 900 Companies

A publicly exposed server revealed a large‑scale automated attack in which threat actors used the Bissa scanner tool, AI‑assisted code, and hard‑coded Telegram bots to exploit the React2Shell (CVE‑2025‑55182) vulnerability, stealing credentials from more than 900 enterprises and reporting each success in real time.

Bissa scannerCVE-2025-55182Credential Theft
0 likes · 7 min read
Hackers Exploit React2Shell via Telegram Bot, Breaching Over 900 Companies
Black & White Path
Black & White Path
Apr 28, 2026 · Artificial Intelligence

Getting Started with ESP-Claw: Zero‑Code IoT on ESP32

This guide walks through using ESP‑Claw to build a no‑code IoT solution on an ESP32‑S3‑N16R8 board, covering firmware download, flashing, Wi‑Fi and model configuration, IM channel setup, a soil‑moisture demo, and a comparison with traditional coding approaches.

AIESP-ClawESP32
0 likes · 3 min read
Getting Started with ESP-Claw: Zero‑Code IoT on ESP32
Black & White Path
Black & White Path
Apr 28, 2026 · Industry Insights

Beijing Engineer Sentenced to 5 Years for Deleting 89 TB of AI Training Data

In September 2024, a Beijing algorithm engineer illegally accessed his company's server cluster, executed a notorious delete command that erased over 89 TB of AI training data and 3D model assets, causing system paralysis and more than 200,000 yuan in losses, and was sentenced to five years and ten months in prison for destroying a computer information system.

AIData Securitycomputer crime
0 likes · 4 min read
Beijing Engineer Sentenced to 5 Years for Deleting 89 TB of AI Training Data
IoT Full-Stack Technology
IoT Full-Stack Technology
Apr 28, 2026 · Operations

10 Must‑Try Linux Network Monitoring Tools

This article reviews ten open‑source Linux network monitoring utilities that run from the terminal—ideal for SSH‑based management—detailing each tool's purpose, key features, and typical usage scenarios to help administrators choose the right solution for their environment.

LinuxOpen SourceSystem Administration
0 likes · 8 min read
10 Must‑Try Linux Network Monitoring Tools
IoT Full-Stack Technology
IoT Full-Stack Technology
Apr 28, 2026 · Operations

10 Must‑Try Linux Network Monitoring Tools

This article reviews ten essential Linux network monitoring utilities—iftop, vnstat, iptraf, Monitorix, dstat, bwm‑ng, ibmonitor, htop, and Wireshark—explaining their features, typical use cases, and how they help administrators keep network traffic under control via the command line, especially when working over SSH.

LinuxMonitorixWireshark
0 likes · 8 min read
10 Must‑Try Linux Network Monitoring Tools
IoT Full-Stack Technology
IoT Full-Stack Technology
Apr 28, 2026 · Artificial Intelligence

Why Claude Code Feels Like an OS: Inside Anthropic’s 510k‑Line Source

A security researcher uncovered Claude Code’s full 512,000‑line TypeScript source, revealing a sophisticated OS‑like architecture with dynamic prompt assembly, 42 lazily‑loaded tools, multi‑layer security reviews, memory management, and three‑stage compression that together explain why it feels more usable than other AI coding assistants.

AI AgentsAnthropicClaude Code
0 likes · 17 min read
Why Claude Code Feels Like an OS: Inside Anthropic’s 510k‑Line Source
Java Backend Technology
Java Backend Technology
Apr 28, 2026 · Backend Development

10 Common MyBatis-Plus Pitfalls and How to Avoid Them

This article examines ten frequent pitfalls when using MyBatis-Plus—such as incorrect pagination counts, disabled pagination, logical‑delete mishandling, auto‑fill failures, optimistic‑lock issues, batch‑insert slowness, enum mapping errors, JSON type‑handler problems, and query‑wrapper quirks—explains their causes, and provides concrete code‑level solutions and best‑practice recommendations.

Batch InsertEnum MappingJSON TypeHandler
0 likes · 18 min read
10 Common MyBatis-Plus Pitfalls and How to Avoid Them
AI Illustrated Series
AI Illustrated Series
Apr 28, 2026 · Artificial Intelligence

Comprehensive Interview Guide: LangChain & LangGraph Frameworks

This article provides a detailed, question‑and‑answer style walkthrough of LangChain and LangGraph, covering their core concepts, components, workflow patterns, memory mechanisms, LCEL syntax, graph construction, conditional edges, loops, multi‑agent collaboration, persistence, and a comparison with LlamaIndex, offering concrete code examples and practical insights for AI interview preparation.

AI frameworkAgentLCEL
0 likes · 32 min read
Comprehensive Interview Guide: LangChain & LangGraph Frameworks
AI Engineering
AI Engineering
Apr 28, 2026 · Artificial Intelligence

Insanely Fast Whisper speeds audio transcription 19× with Flash Attention 2

The open‑source Insanely Fast Whisper CLI tool leverages Flash Attention 2 to accelerate OpenAI Whisper transcription by 19 times—cutting a 2.5‑hour audio from 31 minutes to just 98 seconds on an Nvidia A100—while preserving accuracy and adding multilingual, speaker‑diarization, and precise timestamp features.

CLI toolFlash Attention 2GPU Acceleration
0 likes · 4 min read
Insanely Fast Whisper speeds audio transcription 19× with Flash Attention 2
Linux Tech Enthusiast
Linux Tech Enthusiast
Apr 28, 2026 · Operations

Essential Windows CMD Commands: A Curated Reference

This guide compiles over 100 of the most useful Windows Command Prompt commands, organized into eight categories with clear explanations and practical examples for file management, system information, disk maintenance, networking, process control, scripting, security, and handy utilities.

CMDScriptingSecurity
0 likes · 14 min read
Essential Windows CMD Commands: A Curated Reference
Refining Core Development Skills
Refining Core Development Skills
Apr 28, 2026 · Industry Insights

How to Thrive in the AI Era: Practical Insights from a Tech Veteran

The article reflects on the evolution from the Internet boom to the AI surge, presents data on AI adoption and market impact, and offers seven concrete strategies—accepting AI, adopting proactive thinking, leveraging AI for expertise, diversifying production factors, boosting cognition, considering public service, and pursuing passion—to help individuals navigate and succeed in the AI-driven future.

AIIndustry InsightsJob Market
0 likes · 19 min read
How to Thrive in the AI Era: Practical Insights from a Tech Veteran