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3504 articles · Page 1 of 36
Machine Heart
Machine Heart
Aug 21, 2026 · Artificial Intelligence

Bohr Science Space Automates Research ‘Heavy Lifting’ to Free Scientists’ Time

Bohr Science Space provides a desktop‑integrated AI research assistant that automates literature mining, hypothesis generation, experiment design, computation, data analysis, and manuscript drafting, enabling scientists to focus on creative questions while the platform’s multimodal knowledge engine, SciX orchestration, and domain‑specific masters (BioMaster, PharmMaster, MatMaster) deliver end‑to‑end workflow support with reported accuracies above 98% and a 98.8% task success rate.

AI researchBioinformaticsDrug discovery
0 likes · 13 min read
Bohr Science Space Automates Research ‘Heavy Lifting’ to Free Scientists’ Time
Woodpecker Software Testing
Woodpecker Software Testing
Aug 21, 2026 · Product Management

Automation vs Traditional A/B Testing in 2026: Who Wins the Speed Race?

In 2026, AI‑powered A/B testing platforms compress the experiment lifecycle from weeks to minutes by automating hypothesis generation, SDK deployment, federated data fusion, and Bayesian stopping, while also introducing multi‑layer statistical safeguards and organization‑wide Experiment‑as‑a‑Service, fundamentally reshaping product experimentation compared to traditional manual workflows.

A/B testingAIautomation
0 likes · 8 min read
Automation vs Traditional A/B Testing in 2026: Who Wins the Speed Race?
JavaGuide
JavaGuide
Aug 20, 2026 · Artificial Intelligence

OpenHands: A Unified Console for AI Coding Agents (84.5K★ on GitHub)

OpenHands provides a self‑hosted Agent Canvas that consolidates multiple AI coding agents such as Codex, Claude Code, Gemini CLI and DeepSeek Harness into a single web UI, supporting customizable backends, automation via GitHub and Slack, and extensible MCP/Skills for seamless development workflows.

AI coding agentsAgent CanvasDocker
0 likes · 13 min read
OpenHands: A Unified Console for AI Coding Agents (84.5K★ on GitHub)
Linux Tech Enthusiast
Linux Tech Enthusiast
Aug 20, 2026 · Operations

Which Linux Compression Tool Is Best? Full Comparison of tar, gzip, and zip with Practical Guides

This comprehensive guide examines Linux compression and decompression, comparing tar, gzip, and zip in depth, covering algorithm fundamentals, performance benchmarks, practical command examples, automation scripts, security considerations, and best‑practice recommendations to help engineers choose the optimal tool for backup, deployment, and data transfer tasks.

Linuxautomationbackup
0 likes · 32 min read
Which Linux Compression Tool Is Best? Full Comparison of tar, gzip, and zip with Practical Guides
Efficient Ops
Efficient Ops
Aug 19, 2026 · Operations

8 Must-Have MCP Ops Components That Dramatically Boost Efficiency

The article introduces eight essential MCP components—Grafana, Jenkins, K8s, Playwright, GitHub, Zabbix, Prometheus, and Alibaba Cloud—detailing how each enhances monitoring, automation, resource management, and performance optimization to cut fault‑resolution time, lower manual effort, and improve system stability.

GrafanaKubernetesMCP
0 likes · 7 min read
8 Must-Have MCP Ops Components That Dramatically Boost Efficiency
Old Zhang's AI Learning
Old Zhang's AI Learning
Aug 19, 2026 · Artificial Intelligence

Building an Open‑Source AI Bookkeeping Skill for Codex/WorkBuddy and Feishu CLI

The author created a set of four AI‑driven bookkeeping Skills that let users record, query, and generate monthly HTML reports with a single natural‑language command in WeChat, Codex, WorkBuddy or TraeWork, storing data locally in SQLite and in Feishu multidimensional tables, and released the whole solution as open source.

AICodexFeishu
0 likes · 7 min read
Building an Open‑Source AI Bookkeeping Skill for Codex/WorkBuddy and Feishu CLI
Woodpecker Software Testing
Woodpecker Software Testing
Aug 19, 2026 · Artificial Intelligence

Multimodal Testing in Practice: A New Paradigm for Next‑Gen Automation

The article explains how multimodal testing expands traditional automation by synchronously capturing vision, audio, text, sensor and biometric data, detailing concrete use cases, technical stacks, quantitative results, and four engineering challenges with practical solutions for building a digital twin of user interactions.

AI testingaccessibilityautomation
0 likes · 9 min read
Multimodal Testing in Practice: A New Paradigm for Next‑Gen Automation
Subtle Storm
Subtle Storm
Aug 19, 2026 · Industry Insights

Why AI Is Not Just a Trend but a New Era of Information Work

The author argues that AI is not a fleeting hype wave but a transformative era that reshapes how we process information, lowering technical barriers and enabling anyone to create software, with real‑world examples showing its impact across diverse professions.

AIProductivityautomation
0 likes · 7 min read
Why AI Is Not Just a Trend but a New Era of Information Work
ITPUB
ITPUB
Aug 18, 2026 · Artificial Intelligence

Redefining Skill Development: A Complete Tutorial and One‑Stop Assistant

This guide walks you through the concept of AI Agent Skills, from the fundamentals of progressive loading and YAML front‑matter to practical steps for creating, publishing, installing, and managing Skills across platforms, while highlighting best practices, versioning challenges, and emerging self‑improvement techniques.

AI AgentDevOpsPrompt Engineering
0 likes · 23 min read
Redefining Skill Development: A Complete Tutorial and One‑Stop Assistant
JavaGuide
JavaGuide
Aug 18, 2026 · Cloud Native

When GitHub Crashed, Cursor Launches Its Own GitHub‑Like Platform

The article recounts a massive GitHub outage, then details Cursor's early‑beta Origin platform—its features, GitHub‑mirroring workflow, integration with Cloud Agent and Automations, performance claims, current limitations, and practical guidance for developers considering a switch.

GitHubOriginautomation
0 likes · 12 min read
When GitHub Crashed, Cursor Launches Its Own GitHub‑Like Platform
AI Engineering
AI Engineering
Aug 18, 2026 · Artificial Intelligence

How macOS Harness Lets an LLM Write Code and Control Your Entire Mac

macOS Harness is an open‑source project that gives a persistent Python process to a large language model, exposing six primitive actions so the model can see the screen, type, click, read accessibility trees, run AppleScript, and write custom Python logic to automate virtually any macOS task.

AppleScriptLLMPython
0 likes · 3 min read
How macOS Harness Lets an LLM Write Code and Control Your Entire Mac
Linux Tech Enthusiast
Linux Tech Enthusiast
Aug 18, 2026 · Operations

Production Incident Troubleshooting Framework and Toolbox: Veteran Ops Engineer’s Real‑World Tips

A seasoned operations veteran shares a step‑by‑step incident‑response workflow, the SEAL troubleshooting methodology, essential monitoring and debugging tools, real‑world case studies, automated scripts, and best‑practice guidelines to help engineers quickly diagnose and resolve production outages.

LinuxMonitoringautomation
0 likes · 16 min read
Production Incident Troubleshooting Framework and Toolbox: Veteran Ops Engineer’s Real‑World Tips
Architect's Guide
Architect's Guide
Aug 18, 2026 · Backend Development

Boost CRUD Development Speed 100× with This Open‑Source Code Generator

Manually creating entity classes, CRUD interfaces and SQL for dozens of tables can consume dozens of hours, so the author built an open‑source tool that automatically generates the full backend stack—from table definition to Java models, MyBatis mappers, services and controllers—dramatically accelerating development.

CRUDJavaMyBatis
0 likes · 17 min read
Boost CRUD Development Speed 100× with This Open‑Source Code Generator
Architect
Architect
Aug 17, 2026 · Operations

Choosing DSH Plugins: From Architecture Layers to Agent Workflows

With a growing ecosystem of DSH plugins—from simple file path helpers to vision toolkits and automation workflows—this article outlines a pragmatic selection order, explains the four architectural layers each plugin touches, and highlights the hidden dependencies, data persistence, permission and failure‑recovery issues you must evaluate before installing.

DSHSoftware Architectureagent workflow
0 likes · 16 min read
Choosing DSH Plugins: From Architecture Layers to Agent Workflows
ITPUB
ITPUB
Aug 17, 2026 · Databases

How a Veteran DBA Tackles Financial Multi‑Database and Big Data Architecture

In this interview, senior DBA Yao Wei shares over a decade of hands‑on experience designing, testing, and operating heterogeneous database ecosystems for retail, internet, and financial services, detailing pre‑emptive DBA involvement, compatibility pitfalls, high‑availability strategies, automated validation pipelines, and migration to domestic databases.

CDCData MigrationDatabase Architecture
0 likes · 32 min read
How a Veteran DBA Tackles Financial Multi‑Database and Big Data Architecture
Linyb Geek Road
Linyb Geek Road
Aug 17, 2026 · Artificial Intelligence

Choosing the Right AI Harness: A Guide for Engineers and Everyday Users

This article explains what an AI harness is, compares ready‑made and DIY options, categorises three main harness types, and provides an eight‑point checklist—including context management, memory, protocol support, standards, model flexibility, remote access, debugging, and hackability—to help both engineers and non‑technical users select the most suitable solution.

AI HarnessLLM IntegrationTooling
0 likes · 14 min read
Choosing the Right AI Harness: A Guide for Engineers and Everyday Users
Cloud Architecture
Cloud Architecture
Aug 15, 2026 · Cloud Native

Kubernetes Certificate Expiration Demystified: Incident Postmortem & 11‑Step Renewal Guide

The article analyzes a production outage caused by expired Kubernetes control‑plane certificates, explains why the failure cascades across components, and provides a detailed 11‑step procedure—including backup, certificate checks, etcd recovery, rolling restarts, and long‑term governance—to safely renew certificates in kubeadm‑based multi‑master clusters.

Kubernetesautomationcertificate
0 likes · 37 min read
Kubernetes Certificate Expiration Demystified: Incident Postmortem & 11‑Step Renewal Guide
Machine Heart
Machine Heart
Aug 15, 2026 · Artificial Intelligence

Polaris: An Open‑Source AI Research Agent that Partners with You

Polaris is an open‑source, end‑to‑end AI research assistant from Zhejiang University that automates literature review, idea generation, experiment execution, and paper writing, while keeping humans in the loop for critical decisions, and offers a collaborative platform with extensible skills and external tool integration.

AI assistantAI researchPolaris
0 likes · 10 min read
Polaris: An Open‑Source AI Research Agent that Partners with You
IT Services Circle
IT Services Circle
Aug 14, 2026 · Fundamentals

Do You Still Need to Learn Programming in the Age of AI?

Even though AI tools can generate thousands of lines of code from a single prompt, ordinary people still need basic programming knowledge to understand the runtime environment, install dependencies, interpret errors, adjust generated code, and evaluate its correctness.

AIautomationcoding fundamentals
0 likes · 7 min read
Do You Still Need to Learn Programming in the Age of AI?
AndroidPub
AndroidPub
Aug 14, 2026 · Industry Insights

Will AI Replace Software Engineers? Look Beyond Just Writing Code

The article analyzes how AI can automate highly standardized coding tasks while the truly scarce abilities of software engineers—problem definition, strategic decision‑making, cross‑team influence, and responsibility for outcomes—remain irreplaceable, reshaping the profession’s value distribution.

AIautomationengineer skills
0 likes · 12 min read
Will AI Replace Software Engineers? Look Beyond Just Writing Code
AI Step-by-Step
AI Step-by-Step
Aug 13, 2026 · Artificial Intelligence

6 Combo Techniques to Make Codex and Claude Code Truly Boost Efficiency

The article presents six concrete, step‑by‑step combos that let developers produce high‑quality code with Codex and Claude Code while enabling non‑technical teammates to save time and deliver verifiable results, covering new feature pipelines, automated reviews, large refactors, nightly automation, urgent bug fixes, and project hand‑over.

Claude CodeCodexLLM
0 likes · 6 min read
6 Combo Techniques to Make Codex and Claude Code Truly Boost Efficiency
Kuaishou Tech
Kuaishou Tech
Aug 13, 2026 · Industry Insights

How Six Kuaishou Engineering Teams Turned AI Into Real‑World Business Impact

The article examines how six Kuaishou engineering teams integrated AI across product, development, testing, e‑commerce, anti‑fraud and operations, using Agent‑First platforms and a Harness framework to convert individual coding speed gains into measurable organizational efficiency, merchant revenue growth, and faster risk detection.

AIAgentEngineering
0 likes · 19 min read
How Six Kuaishou Engineering Teams Turned AI Into Real‑World Business Impact
IT Services Circle
IT Services Circle
Aug 13, 2026 · Artificial Intelligence

How a Simple Skill.md Earned 18K Stars by Making AI Say the Answer First

The open‑source i‑have‑adhd project, which has attracted over 18,000 GitHub stars, defines a Skill.md that forces AI coding assistants such as Claude Code, Codex, Qwen Code and Gemini CLI to place the answer up front, enumerate steps, report progress, and omit unnecessary chatter, with clear installation instructions and safety rules.

AI assistantsClaude CodeCodex
0 likes · 5 min read
How a Simple Skill.md Earned 18K Stars by Making AI Say the Answer First
Java Architect Essentials
Java Architect Essentials
Aug 12, 2026 · R&D Management

Why Longer Prompts Fail: Codex Team’s Four‑Layer Workflow Architecture

The article analyzes how overloading a single prompt with rules, methods, data, and timing leads to inefficiency, and proposes a four‑layer Codex workflow—AGENTS.md for long‑term rules, Skills for reusable methods, MCP for external data, and scheduled tasks for stable execution—illustrated with concrete examples and CI integration.

AGENTS.mdAI WorkflowCodex
0 likes · 6 min read
Why Longer Prompts Fail: Codex Team’s Four‑Layer Workflow Architecture
Big Data and Microservices
Big Data and Microservices
Aug 12, 2026 · Artificial Intelligence

What AI Agents Can Actually Do: 10 Real-World Use Cases and Their ROI

The article presents ten concrete AI‑Agent deployments—from email sorting and visual report generation to 24/7 customer service and automated code testing—showing how each replaces a manual workflow, quantifies time saved, conversion gains, and cost reductions, and then distills which tasks are best suited for agents.

AI AgentsProductivityROI
0 likes · 12 min read
What AI Agents Can Actually Do: 10 Real-World Use Cases and Their ROI
Eric Tech Circle
Eric Tech Circle
Aug 10, 2026 · Artificial Intelligence

Aligning Agent Workflows with the Grill Me Skill: Design, Mechanism, and Real‑World Demo

This article introduces the lightweight Grill Me skill for AI agents, explains how its batch‑questioning and recommendation‑based alignment process reduces rework, provides installation commands, and showcases a step‑by‑step demonstration on the Codex CLI, highlighting decision summaries and quick‑exit options.

AI AgentsCodex CLIautomation
0 likes · 5 min read
Aligning Agent Workflows with the Grill Me Skill: Design, Mechanism, and Real‑World Demo
Wuming AI
Wuming AI
Aug 9, 2026 · Artificial Intelligence

10 Essential AI Skills I Use Daily (Don’t Hoard Unneeded Skills)

The author curates ten practical AI Skills—ranging from web capture and article deep‑reading to local audio transcription, skill optimization, engineering method libraries, WeChat formatting, video creation, batch photo downloading, and skill discovery—explaining their problem scope, key features, usage steps, and real‑world observations such as token savings, star counts, and limitations.

AI SkillsAudio TranscriptionSkill Optimization
0 likes · 12 min read
10 Essential AI Skills I Use Daily (Don’t Hoard Unneeded Skills)
Data Party THU
Data Party THU
Aug 9, 2026 · Artificial Intelligence

How Agentic AI Is Transforming Scientific Software Development

OpenAI's report examines eight agent‑assisted scientific‑computing projects, showing how coding agents can rewrite legacy tools like STAR in Rust with near‑perfect result consistency, accelerate workloads, and highlight the need for human validation, iterative feedback, and sustainable long‑term maintenance.

OpenAIRustScientific Computing
0 likes · 8 min read
How Agentic AI Is Transforming Scientific Software Development
TechVision Expert Circle
TechVision Expert Circle
Aug 9, 2026 · Industry Insights

Which Skills Remain the True Moat Amid the AI Layoff Wave?

The article analyzes the 2026 AI-driven layoff wave, identifies jobs most at risk, separates over‑ and under‑estimated skills, and outlines five enduring capabilities—system architecture, domain expertise, engineering governance, AI engineering, and technical leadership—that will keep engineers indispensable.

AIautomationcareer skills
0 likes · 15 min read
Which Skills Remain the True Moat Amid the AI Layoff Wave?
Old Zhao – Management Systems Only
Old Zhao – Management Systems Only
Aug 7, 2026 · Operations

Build a Supply‑Chain Alert Center in 2 Hours: Automatic Stockout, Delay, and Exception Notifications

The article explains how to consolidate fragmented supply‑chain data into five core tables, define rule‑based alerts for inventory shortages, procurement delays, and order risks, and connect these alerts to actionable workflows using a low‑code platform, enabling managers to see problems before they occur.

Supply Chainalert systemautomation
0 likes · 9 min read
Build a Supply‑Chain Alert Center in 2 Hours: Automatic Stockout, Delay, and Exception Notifications
Tencent Cloud Developer
Tencent Cloud Developer
Aug 7, 2026 · Artificial Intelligence

How a 10‑Year Backend Engineer Burned AI Credits and Turned WorkBuddy into a Project Owner

After a decade of backend work, the author burned through all WorkBuddy token credits, distilled three strict rules for AI‑agent management, compared WorkBuddy with Copilot, Cursor and Claude, and showed how disciplined use of AI agents can automate end‑to‑end development tasks while reshaping daily workflow.

AI AgentsClaudeCopilot
0 likes · 10 min read
How a 10‑Year Backend Engineer Burned AI Credits and Turned WorkBuddy into a Project Owner
Black & White Path
Black & White Path
Aug 7, 2026 · Information Security

How I Used AI to Earn $500K in Google Bug Bounty in Three Months

Over three months, the author collected thousands of Google API keys, built a scanner and an AI‑driven testing framework, uncovered multiple high‑value vulnerabilities across Google services, and earned more than $500,000 in bug‑bounty rewards, detailing each step and lesson learned.

AIBug BountyGoogle APIs
0 likes · 12 min read
How I Used AI to Earn $500K in Google Bug Bounty in Three Months
Software Engineering 3.0 Era
Software Engineering 3.0 Era
Aug 7, 2026 · Artificial Intelligence

Why the ‘AI Only Handles Simple Tasks’ Myth Is Fundamentally Wrong

The article debunks the popular claim that AI should be limited to simple, repetitive work, showing that large‑model AI differs from traditional automation by understanding complex information, processing massive codebases, solving scientific problems like protein folding, and outperforming human experts across many domains.

AIAlphaFoldLarge Language Models
0 likes · 11 min read
Why the ‘AI Only Handles Simple Tasks’ Myth Is Fundamentally Wrong
Linyb Geek Road
Linyb Geek Road
Aug 7, 2026 · Operations

Is Your Harness Workflow Actually Improving? A Quantifiable Exam‑Based Evaluation System

The article presents Harness Eval, a lightweight, regression‑capable testing framework that treats Harness workflows like exam questions, defines three core principles (repeatability, attribution, closed‑loop), details the design of test assets, the multi‑turn examiner‑candidate interaction, automated grading with evidence‑backed scores and improvement suggestions, and shows how applying it raised the team’s pass rate from 82.4% to 100%.

CI/CDDevOpsHarness
0 likes · 21 min read
Is Your Harness Workflow Actually Improving? A Quantifiable Exam‑Based Evaluation System
Advanced AI Application Practice
Advanced AI Application Practice
Aug 6, 2026 · Artificial Intelligence

Why AI‑Generated Test Cases Miss the Mark and How Understanding the Skill Design Fixes It

The article explains how the testcase‑writer Skill works—its three‑stage pipeline, three core design principles, clarification workflow, decomposition process, self‑check mechanisms, and a concrete 52‑case Taobao add‑to‑cart example—so users can craft inputs that yield accurate AI‑generated test cases.

AI testingPrompt Engineeringautomation
0 likes · 12 min read
Why AI‑Generated Test Cases Miss the Mark and How Understanding the Skill Design Fixes It
Ops Development & AI Practice
Ops Development & AI Practice
Aug 6, 2026 · Operations

Why General DevOps Success Hinges on Glue Automation, FinOps, and Hands‑On Deployment

Despite hype that AI can generate YAML and big cloud‑native stacks dominate, the article argues that the real advantage of general DevOps lies in stitching tools together, cutting costs through FinOps, and mastering messy deployments—skills that enable small teams and indie developers to achieve up to 90% monthly cloud‑cost reductions.

DevOpsDocker ComposeFinOps
0 likes · 8 min read
Why General DevOps Success Hinges on Glue Automation, FinOps, and Hands‑On Deployment
21CTO
21CTO
Aug 5, 2026 · Industry Insights

Don’t Be Fooled by AI: Why Only 1% of People Truly Win with ChatGPT

The article argues that while ChatGPT and other LLMs appear to democratize expertise, they actually widen the gap between ordinary workers and top specialists, illustrating the point with a programmer’s failure, a fashion designer’s success, and the concept of private‑domain knowledge as the real moat.

AILLMPrompt Engineering
0 likes · 9 min read
Don’t Be Fooled by AI: Why Only 1% of People Truly Win with ChatGPT
Black & White Path
Black & White Path
Aug 5, 2026 · Information Security

WallBreaker: Open‑Source AI Red‑Team Harness for One‑Click Automated LLM Jailbreak

WallBreaker is an open‑source AI red‑team framework that automates jailbreak attacks on large language models, offering features like an autonomous attack loop, a Parseltongue transformation engine, multiple advanced modules, and achieving up to 93% success on Claude Opus 5 while providing detailed installation guidance and insights for both red and blue teams.

AI SecurityLLM jailbreakWallBreaker
0 likes · 6 min read
WallBreaker: Open‑Source AI Red‑Team Harness for One‑Click Automated LLM Jailbreak
Big Data and Microservices
Big Data and Microservices
Aug 5, 2026 · Operations

From Manual Mode to Autonomous Driving: Conditional Branching and Loop Logic in Workflow Orchestration

The article explains how workflow orchestration transforms repetitive manual tasks into automated pipelines by using DAG‑based nodes, directed edges, and three fundamental programming constructs—sequential execution, conditional branching, and loops—illustrated with a daily data‑fetch‑to‑Excel‑to‑email example and the WorkBuddy platform.

DAGWorkBuddyautomation
0 likes · 9 min read
From Manual Mode to Autonomous Driving: Conditional Branching and Loop Logic in Workflow Orchestration
Raymond Ops
Raymond Ops
Aug 4, 2026 · Information Security

A Miswritten iptables Rule That Almost Made Me Quit

The article recounts a real‑world iptables misconfiguration that cut off SSH access for 47 minutes, walks through the incident timeline, root‑cause analysis, and detailed remediation steps, and then expands into a comprehensive guide on iptables fundamentals, common pitfalls, best‑practice design, troubleshooting commands, automation, monitoring, and migration to nftables.

LinuxMonitoringautomation
0 likes · 71 min read
A Miswritten iptables Rule That Almost Made Me Quit
Test Development Learning Exchange
Test Development Learning Exchange
Aug 3, 2026 · Backend Development

Stop Hand‑Writing Prompts: Use LangChain Templates to Automate API Testing with AI

API testing often involves repetitive string concatenation, inconsistent output formats, and costly token usage; this article shows how LangChain's PromptTemplate and ChatPromptTemplate turn prompts into reusable, composable components that generate assertions, test data, log analysis, multi‑turn debugging, and more, with concrete Python examples.

API testingChatPromptTemplateJinja2
0 likes · 15 min read
Stop Hand‑Writing Prompts: Use LangChain Templates to Automate API Testing with AI
DataFunSummit
DataFunSummit
Aug 2, 2026 · Artificial Intelligence

When Coding Loops Run Amok: Applying Control Theory to AI‑Assisted Programming

The article critiques uncontrolled AI coding loops that generate massive, unreviewable PRs and proposes a control‑theoretic framework—sensor, controller, actuator, and feedback—to make AI‑driven code changes incremental, safe, and auditable, illustrated with a real Effect‑TS migration case.

AI codingCI/CDControl Theory
0 likes · 13 min read
When Coding Loops Run Amok: Applying Control Theory to AI‑Assisted Programming
Architects' Tech Alliance
Architects' Tech Alliance
Aug 2, 2026 · Industry Insights

Comprehensive Global AI Agent Catalog 2026 – Full Tool List and Ecosystem Analysis

This article systematically classifies and summarizes the worldwide AI agent ecosystem in 2026, covering general‑purpose agents, development platforms, production‑grade agents, vertical industry solutions, and emerging trends such as MCP standardization, open‑source proliferation, multi‑agent collaboration, end‑to‑end automation, and domestic substitution, while providing concrete product examples and strategic insights for developers and enterprises.

AI EcosystemMCPRAG
0 likes · 35 min read
Comprehensive Global AI Agent Catalog 2026 – Full Tool List and Ecosystem Analysis
Data Party THU
Data Party THU
Aug 1, 2026 · Artificial Intelligence

10 AI Agent Workflows to Save Teams Hours of Repetitive Work

This article presents ten practical AI agent workflow templates, each with a trigger, context, tools, decision rules, and human checkpoints, showing how to automate tasks like email triage, research briefs, form filling, meeting minutes, support routing, content repurposing, competitor monitoring, invoice reconciliation, CRM updates, and QA review.

AI AgentsLLMProductivity
0 likes · 13 min read
10 AI Agent Workflows to Save Teams Hours of Repetitive Work
DeepNoMind
DeepNoMind
Aug 1, 2026 · Artificial Intelligence

12 Core Claude Code Patterns to Transform Vibe Coding into Agent Engineering

The article distills the top‑ranked GitHub repository’s twelve practical patterns—ranging from optimal CLAUDE.md size and conditional rules to .claude directory configurations, hooks, sandboxed commands, parallel agents, ultrathink mode, looping automation, and SDK flags—showing how to replace ad‑hoc prompt‑driven coding with structured agent engineering for faster, safer, and more reliable development.

Agent EngineeringClaude CodeConfiguration
0 likes · 16 min read
12 Core Claude Code Patterns to Transform Vibe Coding into Agent Engineering
FunTester
FunTester
Jul 31, 2026 · Industry Insights

Why Agentic Coding Is Expanding Beyond Engineers

The 2026 Agentic Coding Trends Report predicts that AI‑driven coding will move from IDE‑centric engineer workflows to legacy languages, domain‑specific languages, new interfaces and non‑technical roles such as security, operations, design, data science, and law, reshaping how software capabilities are accessed across organizations.

AIDomain Specific LanguagesLegacy Systems
0 likes · 15 min read
Why Agentic Coding Is Expanding Beyond Engineers
Java Tech Enthusiast
Java Tech Enthusiast
Jul 31, 2026 · Artificial Intelligence

Mastering Claude Code: From CLAUDE.md to Plugins – A Complete Engineering Guide

This article explains how to turn Claude Code from a forgetful one‑off assistant into a fully engineered teammate by using persistent CLAUDE.md files, on‑demand Skills, independent Subagents, Model Context Protocol (MCP) integrations, Hooks for enforcement, and Plugins for easy packaging and sharing, complete with real‑world examples and step‑by‑step configurations.

AI engineeringClaude CodeMCP
0 likes · 25 min read
Mastering Claude Code: From CLAUDE.md to Plugins – A Complete Engineering Guide
Qunhe Technology Quality Tech
Qunhe Technology Quality Tech
Jul 31, 2026 · Artificial Intelligence

Why 3DGS Reconstructions Fail and How a Practical QA Pipeline Fixes Them

3D Gaussian Splatting (3DGS) lacks standard benchmarks and relies on subjective visual checks, making quality assurance difficult; this article details a comprehensive, automated QA framework that evaluates input via COLMAP scores, quantifies training results with PSNR/SSIM/LPIPS, conducts subjective visual inspections, and integrates both stages into a regression pipeline to ensure reliable, scalable reconstructions.

3DGSNeural Renderingautomation
0 likes · 13 min read
Why 3DGS Reconstructions Fail and How a Practical QA Pipeline Fixes Them
FunTester
FunTester
Jul 30, 2026 · Information Security

How Agentic Coding Redefines Security Boundaries

The article analyzes how Agentic Coding not only boosts development speed but also expands the attack surface, requiring security to be embedded from the earliest design stages and governing both defensive and offensive capabilities of AI‑driven code agents.

AIRisk Managementagentic coding
0 likes · 21 min read
How Agentic Coding Redefines Security Boundaries
Sohu Tech Products
Sohu Tech Products
Jul 29, 2026 · Artificial Intelligence

How to Turn Any Text into a Beautiful Web Article with an AI‑Powered Harness

This article walks through the design and implementation of a reusable Harness that uses Claude Code, MiniMax M3, and the new Beautiful Article Skill—built on the Reacticle component protocol—to transform arbitrary text into a richly styled, shareable HTML article through an eight‑phase pipeline with mandatory checkpoints, review stages, and self‑evolving logs.

AI AgentsClaude CodeHTML generation
0 likes · 27 min read
How to Turn Any Text into a Beautiful Web Article with an AI‑Powered Harness
Sohu Tech Products
Sohu Tech Products
Jul 29, 2026 · Mobile Development

Mastering Android CLI: A Complete Guide for Developers

This guide explains why Android developers are shifting from IDE‑centric workflows to the Android CLI, shows how to install and initialize the tool, and provides practical command‑line examples for project creation, emulator management, SDK handling, documentation search, AI skill integration, and Android Studio interaction.

AI integrationAndroid CLIAndroid Studio
0 likes · 13 min read
Mastering Android CLI: A Complete Guide for Developers
AI Architecture Path
AI Architecture Path
Jul 29, 2026 · Artificial Intelligence

OpenWorker: Andrew Ng’s Local AI Agent (9.9K+ Stars) that Delivers Outcomes

OpenWorker, released by Andrew Ng’s team on July 24 2026, is an MIT‑licensed, fully local AI agent framework that tackles common AI‑assistant pain points—lack of deliverables, restrictive licenses, cloud data exposure, and model lock‑in—by offering a four‑layer architecture, open source core, privacy‑first design, and flexible model routing.

AI AgentsMIT licenseOpenWorker
0 likes · 16 min read
OpenWorker: Andrew Ng’s Local AI Agent (9.9K+ Stars) that Delivers Outcomes
JD Cloud Developers
JD Cloud Developers
Jul 28, 2026 · Artificial Intelligence

How Haibo’s AI‑Native Framework Harnesses Double‑Loop Architecture, Knowledge Bases, and Self‑Iterating Skills

The article analyses Haibo’s AI‑Native development roadmap, which replaces ad‑hoc conversational AI assistants with a structured, file‑driven engineering system featuring a double‑layer governance model, three‑tier skill/agent/rule assets, a Google‑OKF knowledge base, self‑optimising skill loops, and real‑world case studies that demonstrate massive efficiency and cost gains.

AI-nativeautomationcase study
0 likes · 16 min read
How Haibo’s AI‑Native Framework Harnesses Double‑Loop Architecture, Knowledge Bases, and Self‑Iterating Skills
Big Data and Microservices
Big Data and Microservices
Jul 28, 2026 · Artificial Intelligence

How WorkBuddy’s Multi‑Agent Expert Team Automates End‑to‑End Tasks

The article explains how multi‑agent AI systems, exemplified by WorkBuddy’s “expert team,” replace single‑model chatbots by assigning specialized roles—data retrieval, chart generation, writing, layout—to collaboratively produce complete deliverables such as monthly reports, complex tickets, and expense reimbursements, highlighting outsourcing and orchestra collaboration modes.

AI orchestrationMulti-Agent AIProductivity
0 likes · 9 min read
How WorkBuddy’s Multi‑Agent Expert Team Automates End‑to‑End Tasks
DeepHub IMBA
DeepHub IMBA
Jul 26, 2026 · Artificial Intelligence

What Is Loop Engineering and How Does It Differ From Harness Engineering?

The article defines loop engineering as a system that replaces manual prompting of agents, explains its relationship to harness engineering, critiques its terminology, cost, and selective examples, outlines its five core components plus state, and discusses when and how to adopt it in production.

AI orchestrationAgent HarnessClaude Code
0 likes · 11 min read
What Is Loop Engineering and How Does It Differ From Harness Engineering?
MaGe Linux Operations
MaGe Linux Operations
Jul 26, 2026 · Operations

10 Best Practices for Reliable Declarative Jenkins Pipelines

This guide explains why declarative Jenkins pipelines fail—due to environment drift, workspace leftovers, capacity limits, credential exposure, uncontrolled concurrency, and lack of observability—and provides a step‑by‑step diagnostic workflow and ten concrete practices to harden Jenkinsfiles, enforce timeouts, manage agents, handle credentials, archive artifacts, and safely release and roll back applications.

CI/CDDeclarativeDevOps
0 likes · 13 min read
10 Best Practices for Reliable Declarative Jenkins Pipelines
PMTalk Product Manager Community
PMTalk Product Manager Community
Jul 26, 2026 · Artificial Intelligence

Three Practical Ways to Turn Your Experience into an AI Skill Workflow

The article outlines three concrete methods for converting existing results, repeated tasks, or documented SOPs into reusable AI Skills, provides a universal skill template, explains where to store skill files, and showcases four ready‑to‑use skill examples, helping teams build stable, repeatable AI workflows.

AI WorkflowProductivityPrompt reuse
0 likes · 14 min read
Three Practical Ways to Turn Your Experience into an AI Skill Workflow
AI Engineer Programming
AI Engineer Programming
Jul 26, 2026 · Artificial Intelligence

Analyzing the grill‑me Agent Skills Repository: Making Probabilistic LLMs Deterministic

The article dissects Matt Pocock’s skills repository, explaining how a set of atomic, editable, composable Agent Skills—driven by structured grilling, shared vocabularies, TDD loops, and design checkpoints—turns the inherently probabilistic nature of LLM‑based programming into a repeatable, deterministic workflow while highlighting practical limits and best‑practice patterns.

AgentLLMPrompt Engineering
0 likes · 22 min read
Analyzing the grill‑me Agent Skills Repository: Making Probabilistic LLMs Deterministic
Coder Life Journal
Coder Life Journal
Jul 26, 2026 · Industry Insights

Why Writing Less Code with AI Makes Developers More Anxious

Although AI coding tools let Java developers generate DTOs, interfaces, tests and business logic faster, the resulting speed boost often leaves them uneasy because the reasoning and design decisions that used to be embedded in handwritten code disappear, leading to deeper doubts during review and deployment.

AI codingJavaautomation
0 likes · 7 min read
Why Writing Less Code with AI Makes Developers More Anxious
MaGe Linux Operations
MaGe Linux Operations
Jul 25, 2026 · Operations

How to Diagnose and Automate Cleanup for Server Disk‑Full Alerts

The guide explains why a full disk is more than just deleting a large file, walks through preserving evidence, checking capacity, inode and storage health, pinpointing the root cause on Linux hosts with systemd and Docker, and implementing safe automated cleanup with monitoring and rollback.

Disk ManagementDockerLinux
0 likes · 22 min read
How to Diagnose and Automate Cleanup for Server Disk‑Full Alerts
AI Digital Ideal
AI Digital Ideal
Jul 25, 2026 · Artificial Intelligence

AI-Powered Defect Management and Bug Reporting: Mastering Quality in the AI Era

This lesson explains how AI transforms defect management by automating bug detection, enriching bug reports, and accelerating root‑cause analysis, while preserving the classic defect lifecycle, clarifying severity versus priority, showcasing practical code examples, AI tool integrations, real‑world case studies, and actionable templates for modern testing teams.

AIBug ReportingClaude Code
0 likes · 23 min read
AI-Powered Defect Management and Bug Reporting: Mastering Quality in the AI Era
AI Engineering
AI Engineering
Jul 24, 2026 · Artificial Intelligence

Andrew Ng’s OpenWorker: An Out‑of‑the‑Box AI Agent Built for Getting Real Work Done

OpenWorker, the newly open‑sourced AI agent announced by Andrew Ng, lets users specify desired outcomes and automatically breaks tasks into steps, invokes selected LLMs and tools, and delivers completed results—supporting 25+ integrations, local data handling, model‑agnostic operation, and a safety‑first approval workflow.

AI AgentAndrew NgLLM
0 likes · 4 min read
Andrew Ng’s OpenWorker: An Out‑of‑the‑Box AI Agent Built for Getting Real Work Done
AI Architecture Path
AI Architecture Path
Jul 24, 2026 · Artificial Intelligence

How to Make AI Give Actionable Commands First: The 9.1K‑Star “i‑have‑ADHD” Skill

This article explains why large language models often produce long, unfocused replies, introduces the open‑source i‑have‑ADHD skill that forces AI to output concise, numbered actions, details its ten governing rules, shows step‑by‑step installation for Claude Code and Codex, and provides safety testing results and usage recommendations.

AI promptingClaude CodeLLM output control
0 likes · 12 min read
How to Make AI Give Actionable Commands First: The 9.1K‑Star “i‑have‑ADHD” Skill
Liangxu Linux
Liangxu Linux
Jul 23, 2026 · Fundamentals

How to Automate Embedded Software Testing with Python

This guide explains how to automate embedded software testing by controlling hardware interfaces (DI/DO, CAN, 485, Ethernet) with Python, building a pytest‑based framework, and integrating continuous integration to achieve fast, reliable, and maintainable test cycles.

Pythonautomationembedded testing
0 likes · 8 min read
How to Automate Embedded Software Testing with Python
Coder Trainee
Coder Trainee
Jul 23, 2026 · Fundamentals

Mastering Git Hooks: Automate Your Workflow with Pre‑Commit, Pre‑Push and More

This article explains how Git Hooks act as an automation engine for common team tasks—code formatting, commit‑message validation, test execution, CI/CD triggers, and branch protection—by showing concrete hook scripts, client‑side and server‑side examples, and how tools like Husky, commitlint and lint‑staged simplify hook management.

CI/CDGitautomation
0 likes · 11 min read
Mastering Git Hooks: Automate Your Workflow with Pre‑Commit, Pre‑Push and More
AI Digital Ideal
AI Digital Ideal
Jul 23, 2026 · Fundamentals

Lesson 0005 – QA Audit Loop: Adding an Independent Quality Gate Beyond CI

This lesson extends the CI pipeline with a separate QA audit loop that checks accessibility, internationalisation, and performance, explains why QA must be independent of CI, describes the three‑dimensional audit model, provides concrete Playwright‑axe‑core and i18n‑checker scripts, and shows how to integrate Lighthouse CI and ledger updates for a complete quality sign‑off.

CILighthouseQA
0 likes · 17 min read
Lesson 0005 – QA Audit Loop: Adding an Independent Quality Gate Beyond CI
PaperAgent
PaperAgent
Jul 23, 2026 · Artificial Intelligence

10 AI‑Powered Skills That Seamlessly Automate the Entire Research Process

The author explains how ten carefully curated AI research skills can handle everything from literature review and experiment design to data analysis, manuscript drafting, mock peer review, and rebuttal preparation, dramatically reducing the repetitive work that normally consumes most of a scholar's time.

AIMachine Learningautomation
0 likes · 8 min read
10 AI‑Powered Skills That Seamlessly Automate the Entire Research Process
YiSu Grain
YiSu Grain
Jul 22, 2026 · Cloud Native

Day 31: Distinguishing Elasticity, Resilience, and Observability in Cloud‑Native Architecture

Moving an application to cloud VMs and Docker does not automatically grant cloud‑native capabilities; this article explains the seven cloud‑native principles—service‑orientation, elasticity, observability, resilience, full automation, zero‑trust, and continuous evolution—using concrete e‑commerce scenarios, tables, and step‑by‑step guidance to show how each principle solves specific problems and how they interrelate.

Observabilityautomationcloud-native
0 likes · 32 min read
Day 31: Distinguishing Elasticity, Resilience, and Observability in Cloud‑Native Architecture
Huajiao Technology
Huajiao Technology
Jul 22, 2026 · R&D Management

How a QA Skill Cut Server‑Side Smoke Review from 2 Days to 3 Minutes

The article details an AI‑driven QA Skill that restructures server‑side smoke pre‑review into a nine‑step, evidence‑based workflow, separates new and legacy projects, reuses rule modules, and reduces a typical two‑day manual effort to just 3 minutes while preserving review credibility.

AI AgentQASmoke Review
0 likes · 16 min read
How a QA Skill Cut Server‑Side Smoke Review from 2 Days to 3 Minutes
PMTalk Product Manager Community
PMTalk Product Manager Community
Jul 22, 2026 · Product Management

Why Stronger AI Makes Top Product Managers Even More Valuable

Although AI can now write PRDs, conduct competitor analysis, and generate prototypes, the article argues that product managers remain hard to replace because their core value lies in making judgments amid ambiguity, defining worthwhile problems, designing feedback loops, reshaping interactions, and owning outcomes as execution becomes cheaper.

Artificial IntelligenceProduct Strategyautomation
0 likes · 8 min read
Why Stronger AI Makes Top Product Managers Even More Valuable
Ops Community
Ops Community
Jul 21, 2026 · Operations

How to Extend Zabbix Without Writing Any Code

This article presents a code‑free Zabbix Agent deployment module that lets administrators batch‑install agents via the Zabbix web UI, explains its key features, typical use cases, step‑by‑step installation instructions, and showcases the resulting monitoring setup with screenshots.

Agent DeploymentCSV ImportCustom Module
0 likes · 7 min read
How to Extend Zabbix Without Writing Any Code
JD Tech Talk
JD Tech Talk
Jul 21, 2026 · R&D Management

How AI Can Finally Realize the Long‑Overdue Vision for Test Development

The article argues that AI will not replace test developers but can lower the high technical, business, organizational, and value‑proof costs that have kept the ideal test‑development role out of reach, enabling a shift from script writing to systematic quality‑capability building.

AIDevOpsautomation
0 likes · 23 min read
How AI Can Finally Realize the Long‑Overdue Vision for Test Development
Smart Workplace Lab
Smart Workplace Lab
Jul 20, 2026 · Industry Insights

From 5 to 50 Items a Day: How AI Fuels Workload Inflation

The article argues that AI’s near‑zero marginal cost for content and code creation raises the benchmark for “perfect” output, turning a modest workload into a relentless churn where dozens of drafts must be produced and refined each day.

AIProductivityautomation
0 likes · 2 min read
From 5 to 50 Items a Day: How AI Fuels Workload Inflation
Chen Tian Universe
Chen Tian Universe
Jul 20, 2026 · Industry Insights

AI‑Driven Global B2B Payments: Sunrate and Mastercard’s Game‑Changing Whitepaper

The article breaks down Sunrate and Mastercard’s new whitepaper, defining AI‑agent‑driven global B2B payments through five core features, a three‑stage evolution, market data showing rapid AI adoption, 16 enterprise pain points, 13 concrete AI agent use cases, and practical steps for enterprises to implement this transformation.

AIB2B paymentsFinTech
0 likes · 30 min read
AI‑Driven Global B2B Payments: Sunrate and Mastercard’s Game‑Changing Whitepaper
Data Party THU
Data Party THU
Jul 19, 2026 · Artificial Intelligence

Biomni Integrates 105 Tools and 59 Databases to Enable AI‑Driven End‑to‑End Life‑Science Discovery

Biomni is a general biomedical AI agent that unifies 105 bioinformatics software packages and 59 curated databases, dynamically selects resources, uses code as a universal action language, and plans experiments, achieving 57% average accuracy on a 443‑question benchmark and dramatically speeding up expert‑level analyses.

AIBioinformaticsBiomedical
0 likes · 8 min read
Biomni Integrates 105 Tools and 59 Databases to Enable AI‑Driven End‑to‑End Life‑Science Discovery
PMTalk Product Manager Community
PMTalk Product Manager Community
Jul 19, 2026 · Artificial Intelligence

Three Practical Ways to Turn Your Experience into Reusable AI Skills

The article explains why repeating prompts is inefficient, defines a Skill as a reusable SOP for AI, and presents three concrete methods—reverse‑engineering from results, completing a task then summarising, and writing a work‑instruction for AI optimisation—along with templates, storage tips, and real‑world Skill examples.

AI WorkflowAI toolsCodex
0 likes · 13 min read
Three Practical Ways to Turn Your Experience into Reusable AI Skills
Tech Ocean
Tech Ocean
Jul 18, 2026 · R&D Management

Why Teams Remain Slow Even When AI Accelerates Code Writing

Although AI can generate code at lightning speed, many software teams see little improvement in delivery time because the bottlenecks shift to testing, review, approvals, and deployment, requiring a holistic process overhaul rather than just faster coding.

AIDevOpsautomation
0 likes · 7 min read
Why Teams Remain Slow Even When AI Accelerates Code Writing
Machine Heart
Machine Heart
Jul 18, 2026 · Industry Insights

How a Self‑Driving Company Tripled Code Output Without Raising Incidents

Replit’s self‑driving company model lets humans set goals while AI agents handle data gathering, task execution and verification, resulting in a near‑threefold increase in code output, stable review times, unchanged incident rates, and faster product delivery across the organization.

AI AgentsProductivityReplit
0 likes · 14 min read
How a Self‑Driving Company Tripled Code Output Without Raising Incidents
Golang Shines
Golang Shines
Jul 18, 2026 · Operations

149 Essential Shell Scripts for Sysadmins – Keep Them Handy

This article provides a curated collection of 149 practical Bash scripts for Linux system administrators, covering common tasks such as locating zombie processes, removing empty files, calculating sums and ranges, formatting dates, retrieving MAC addresses, checking leap years, sorting numbers, and more, with each example presented as ready‑to‑run code.

Linuxautomationbash
0 likes · 8 min read
149 Essential Shell Scripts for Sysadmins – Keep Them Handy
System Architect Go
System Architect Go
Jul 17, 2026 · Industry Insights

Will Programmers Vanish in the AI Era? How Automation Reshapes Software Production

The article analyses how AI coding agents are moving from code‑completion to full‑cycle software production, examines the economic and organizational implications for front‑end, back‑end and testing roles, and outlines the four closure loops that determine whether programmers will disappear or be redefined.

Artificial IntelligenceTalent Developmentautomation
0 likes · 37 min read
Will Programmers Vanish in the AI Era? How Automation Reshapes Software Production
Efficient Ops
Efficient Ops
Jul 16, 2026 · Operations

Why Harness, Not Model, Is the Real Key for Deploying AI Agents in Production

After a 40‑minute GOPS talk on "one person + an AI Agent army," the author argues that the decisive factor for putting AI agents into production is not the model itself but a disciplined harness engineering that creates a verifiable, roll‑backable closed loop, turning a single operator into a minimal delivery unit.

AI AgentsOPCSRE
0 likes · 13 min read
Why Harness, Not Model, Is the Real Key for Deploying AI Agents in Production
AI Architecture Hub
AI Architecture Hub
Jul 16, 2026 · Artificial Intelligence

How Marvis’s Six AI Agents Replace 80% of Your PC Tasks

Tencent’s free Marvis AI assistant, launched May 2026, operates at the OS level to read and write files, adjust system settings, perform remote Android control, and build searchable knowledge bases, promising to automate up to 80% of everyday computer work.

AIKnowledgeBaseProductivity
0 likes · 14 min read
How Marvis’s Six AI Agents Replace 80% of Your PC Tasks
AI Digital Ideal
AI Digital Ideal
Jul 16, 2026 · Artificial Intelligence

From Prompt Chef to Design Kitchen: What Is Loop Engineering?

Loop Engineering replaces manual prompt‑by‑prompt commands with autonomous, self‑checking feedback loops for AI agents, defining a Loop as a trigger‑action‑validation‑state cycle, illustrated by insights from Boris Cherny, Peter Steinberger’s OpenClaw, and Addy Osmani’s Agent Skills, and outlines a step‑by‑step learning path.

AI AgentsLoop EngineeringPrompt Engineering
0 likes · 10 min read
From Prompt Chef to Design Kitchen: What Is Loop Engineering?
Architect Chen
Architect Chen
Jul 16, 2026 · Artificial Intelligence

A Complete Guide to Claude Code Skills: How to Leverage AI‑Powered Coding Workflows

This article explains Claude Code Skills—a set of reusable, on‑demand skill bundles that standardize AI‑assisted coding tasks such as brainstorming, planning, testing, debugging, and code review—to lower communication overhead, improve consistency, and increase engineering controllability for developers and teams.

AI codingClaude CodePrompt Engineering
0 likes · 5 min read
A Complete Guide to Claude Code Skills: How to Leverage AI‑Powered Coding Workflows
Black & White Path
Black & White Path
Jul 16, 2026 · Information Security

How an AI “Second Brain” Boosts Penetration Testing Efficiency

ClaudeBrain, an open‑source AI‑powered assistant, equips penetration testers and bug‑bounty hunters with a persistent, searchable knowledge base and automated hunting skills, dramatically reducing the time spent mapping attack surfaces and handling unfamiliar vulnerabilities.

AIBug BountyLLM Wiki
0 likes · 9 min read
How an AI “Second Brain” Boosts Penetration Testing Efficiency