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Automation

3297 articles · Page 3 of 33
Smart Workplace Lab
Smart Workplace Lab
May 22, 2026 · Artificial Intelligence

When AI Decision Fails, Who Holds the Final Say? A Three‑Step Human‑Machine Audit Protocol

The article walks through a real‑world case where an AI Agent auto‑approved an overpriced supplier quote, explains why fully automated decisions shift all blame to humans, and presents a concrete three‑step human‑machine audit agreement that defines authorization boundaries, risk thresholds, and circuit‑breaker rules to ensure responsible AI‑driven approvals.

AIAutomationDecision Audit
0 likes · 7 min read
When AI Decision Fails, Who Holds the Final Say? A Three‑Step Human‑Machine Audit Protocol
AI Architecture Hub
AI Architecture Hub
May 22, 2026 · Artificial Intelligence

Unlocking Codex’s Full Potential: Expert Tips from the Official Team

The article provides a step‑by‑step guide on extending Codex beyond code generation by using persistent threads, voice input, task correction, queuing, tool integration, side‑panel displays, shared memory, and automation to create a continuous, context‑aware AI work system.

AI agentsAutomationCodex
0 likes · 13 min read
Unlocking Codex’s Full Potential: Expert Tips from the Official Team
Architect
Architect
May 21, 2026 · Artificial Intelligence

Beyond Code: Extending Codex into Full‑Scale Workflows

The article analyzes how Codex is shifting from merely writing code to sustaining entire workflows that span code, UI, documents, time, and human judgment, and proposes concrete boundaries, evidence artifacts, and incremental steps—such as THREAD.md, GOAL.md, and PERMISSIONS.md—to make the agent’s actions safe, auditable, and stoppable.

AI agentsAutomationCodex
0 likes · 26 min read
Beyond Code: Extending Codex into Full‑Scale Workflows
Su San Talks Tech
Su San Talks Tech
May 21, 2026 · Artificial Intelligence

Unlocking Codex’s Full Potential: From Coding Agent to Computer Work System

The article analyzes how Codex is evolving from a code‑writing assistant into a broader computer work system by leveraging durable threads, tool integration, voice‑based control, automations, and verifiable goals, shifting the focus from isolated code tasks to end‑to‑end workflow completion.

AI agentsAutomationCodex
0 likes · 11 min read
Unlocking Codex’s Full Potential: From Coding Agent to Computer Work System
ShiZhen AI
ShiZhen AI
May 21, 2026 · Artificial Intelligence

Unlocking Codex: Turning a Coding Agent into a Full‑Scale Computer Work System

The article argues that Codex is evolving from a code‑writing assistant into a broader computer work system by adding durable threads, voice‑steering‑queuing controls, extensive tool integration, and verifiable goals, thereby shifting the key question from "can it write a function?" to "can it complete real‑world workflows?"

AI agentsAutomationCodex
0 likes · 11 min read
Unlocking Codex: Turning a Coding Agent into a Full‑Scale Computer Work System
Amazon Cloud Developers
Amazon Cloud Developers
May 21, 2026 · Operations

How Habby Cut MTTR by 80% with Amazon DevOps Agent: A Game‑Industry Smart Ops Blueprint

Habby, a global casual‑game publisher, tackled traffic spikes, multi‑account complexity, rapid releases, and a small ops team by deeply integrating Amazon DevOps Agent with Grafana, Lark and GitHub, automating incident triage, on‑demand tasks and proactive prevention, which slashed MTTR from 2 hours to 20 minutes, reduced alert fatigue and boosted system reliability.

AIAmazonAutomation
0 likes · 22 min read
How Habby Cut MTTR by 80% with Amazon DevOps Agent: A Game‑Industry Smart Ops Blueprint
Sohu Tech Products
Sohu Tech Products
May 20, 2026 · Artificial Intelligence

How to Eliminate Repetitive Prompts with Claude Code Skills: 5 Automation Hacks

The article introduces five Claude Code Skills—pr‑summary, fix‑issue, deep‑research, commit, and explain‑code—that package common development tasks into single commands, showing how context‑aware automation can replace repetitive prompts, streamline pull‑request creation, issue fixing, code investigation, committing, and documentation generation for teams.

AI codingAutomationClaude Code
0 likes · 12 min read
How to Eliminate Repetitive Prompts with Claude Code Skills: 5 Automation Hacks
Architect
Architect
May 20, 2026 · Artificial Intelligence

How to Turn a Single Hermes Agent into a Fully Operable System

The article walks through converting a chat‑based Hermes Agent into a maintainable, hand‑off‑ready system by building a control room, defining clear runtime and management files, applying security safeguards, and following a step‑by‑step production pipeline.

AI OpsAgent Control RoomAutomation
0 likes · 22 min read
How to Turn a Single Hermes Agent into a Fully Operable System
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
Data Party THU
Data Party THU
May 20, 2026 · Industry Insights

What Invisible Changes Has AI Brought to Work, Education, and Organizations?

The article examines how AI is silently reshaping everyday life by enabling one‑person companies, redefining job roles, disrupting traditional education, and driving a shift toward networked, AI‑augmented organizations, supported by concrete industry examples and recent policy moves.

AI-driven startupsArtificial IntelligenceAutomation
0 likes · 12 min read
What Invisible Changes Has AI Brought to Work, Education, and Organizations?
Huolala Tech
Huolala Tech
May 20, 2026 · Artificial Intelligence

How Multimodal Agents Double Private‑Domain Conversion Rates

The article details how a three‑layer multimodal AI agent framework—covering AI quality inspection, multimodal content generation, and QA interaction—transforms private‑domain marketing by automating content creation, boosting conversion efficiency, and achieving measurable cost and performance gains.

AI agentsAutomationCase Study
0 likes · 17 min read
How Multimodal Agents Double Private‑Domain Conversion Rates
Xiaohongshu Tech REDtech
Xiaohongshu Tech REDtech
May 19, 2026 · Artificial Intelligence

Agent‑Driven R&D Efficiency: Exploration and Practice at QECon Shenzhen 2026

At QECon Shenzhen 2026, Xiaohongshu's tech team will present five technical talks that showcase how AI agents are applied to architecture risk analysis, change automation, large‑model load‑testing data construction, end‑to‑end testing, and client‑side performance, illustrating concrete engineering solutions and measurable productivity gains.

AI AgentAutomationLLM
0 likes · 13 min read
Agent‑Driven R&D Efficiency: Exploration and Practice at QECon Shenzhen 2026
Continuous Delivery 2.0
Continuous Delivery 2.0
May 19, 2026 · Operations

How Structured Thinking Turns AI into a Self‑Driving Efficiency Flywheel

The article explains how turning vague, experience‑based software tasks into measurable, structured processes enables AI to run autonomous improvement loops, creating a self‑reinforcing flywheel that boosts productivity while highlighting the necessary engineering infrastructure and real‑world constraints.

AIAutomationContinuous Integration
0 likes · 11 min read
How Structured Thinking Turns AI into a Self‑Driving Efficiency Flywheel
Old Zhao – Management Systems Only
Old Zhao – Management Systems Only
May 18, 2026 · Operations

How I Built a Complete Supply‑Chain Visualization Dashboard in 2 Hours

The article walks through a step‑by‑step process for turning fragmented sales, procurement, production, inventory and shipping data into a single, real‑time supply‑chain dashboard using the 简道云 platform, highlighting data integration, three‑layer visual design and automated alerts that cut down firefighting and improve decision‑making.

AutomationData IntegrationOperations
0 likes · 9 min read
How I Built a Complete Supply‑Chain Visualization Dashboard in 2 Hours
AI Code to Success
AI Code to Success
May 18, 2026 · Artificial Intelligence

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

This guide explains the concept of AI Agent Skills, walks through creating, installing, and managing a Skill—including file structure, YAML metadata, progressive loading, platform-specific considerations—and introduces a one‑stop development assistant that streamlines Skill development and deployment.

AI agentsAutomationTool Integration
0 likes · 27 min read
Redefining Skill Development: A Complete Tutorial and One‑Stop Dev Assistant
Alibaba Cloud Developer
Alibaba Cloud Developer
May 18, 2026 · Artificial Intelligence

Redefining Skill Development: A Hands‑On Guide and One‑Stop Development Assistant

This article walks you through the concept of AI Agent Skills, showing how to design, write, install, publish, and manage a Skill—from the underlying three‑level loading mechanism and cross‑platform considerations to best‑practice guidelines, versioning strategies, automated testing, and even self‑improving loops—so you can turn repetitive tasks into reusable, shareable automation assets.

AI AgentAutomationTool Integration
0 likes · 27 min read
Redefining Skill Development: A Hands‑On Guide and One‑Stop Development Assistant
Eric Tech Circle
Eric Tech Circle
May 18, 2026 · Artificial Intelligence

Exploring Codex Mobile: Remote Control of Your Desktop from a Phone

This article walks through how OpenAI's Codex Mobile lets you monitor, command, and approve Codex desktop tasks from a smartphone, turning the phone into a remote cockpit for viewing progress, issuing new instructions, and handling approvals without needing a full IDE on the device.

AI coding assistantAutomationChatGPT Mobile
0 likes · 7 min read
Exploring Codex Mobile: Remote Control of Your Desktop from a Phone
AI Architecture Hub
AI Architecture Hub
May 18, 2026 · Artificial Intelligence

Agent Hooks: A Deterministic Approach to Making AI Agent Workflows Controllable

The article explains how agent hooks add programmable, deterministic control to AI agent workflows by binding custom handlers to specific lifecycle events, demonstrates six core hooks with concrete Python examples, and shows how this separation of policy from model memory reduces errors, speeds feedback, and improves auditability.

AI agentsAutomationHooks
0 likes · 18 min read
Agent Hooks: A Deterministic Approach to Making AI Agent Workflows Controllable
DataFunTalk
DataFunTalk
May 17, 2026 · Industry Insights

Why Andrew Ng Says It’s Time to Stop Claiming AI Will Cause Mass Unemployment

Andrew Ng argues that while AI is reshaping many jobs—from coding to content creation—it is not triggering a wholesale collapse of the employment market; instead, the narrative of an AI‑driven job apocalypse is fueled by hype, pricing strategies, and companies using AI as a convenient excuse for layoffs.

AIAI HypeAndrew Ng
0 likes · 7 min read
Why Andrew Ng Says It’s Time to Stop Claiming AI Will Cause Mass Unemployment
Liangxu Linux
Liangxu Linux
May 17, 2026 · Industry Insights

Will AI‑Generated Code Make Programmers Obsolete? A Reality Check

The author argues that although AI can produce syntactically correct code, it lacks the deep domain knowledge, debugging expertise, and architectural judgment required in real‑world projects, so programmers remain essential and must adapt by using AI as a tool rather than viewing it as a replacement.

AIAutomationCareer Advice
0 likes · 5 min read
Will AI‑Generated Code Make Programmers Obsolete? A Reality Check
AI Architecture Hub
AI Architecture Hub
May 17, 2026 · Product Management

Anthropic Founder’s Playbook: Building an AI‑Native Startup

The playbook breaks the startup journey into four stages—idea, MVP, launch, and scale—detailing what to do, common pitfalls, and how Anthropic’s Claude (Chat, Cowork, Code) can be applied at each stage to compress cycles, improve decision‑making, and turn founders into AI‑augmented product leaders.

AIAutomationClaude
0 likes · 41 min read
Anthropic Founder’s Playbook: Building an AI‑Native Startup
LuTiao Programming
LuTiao Programming
May 16, 2026 · Artificial Intelligence

How Tuning Claude Code into a Fully Automated Development Partner Boosted My Productivity 10×

The article examines the evolution of AI coding tools, compares IDE‑integrated, CLI‑agent, and desktop‑agent approaches, explains why Claude Code’s CLI mode excels in large projects, and details a workflow that restructures project conventions to let the AI handle most implementation, achieving roughly ten‑fold efficiency gains.

AI codingAutomationCLI agent
0 likes · 10 min read
How Tuning Claude Code into a Fully Automated Development Partner Boosted My Productivity 10×
SuanNi
SuanNi
May 15, 2026 · Product Management

How Anthropic’s AI‑Native Playbook Shows You to Build a Token‑Driven Startup

Anthropic’s 36‑page AI‑native founders playbook breaks the startup journey into idea, prototype, launch, and scale phases, detailing research‑driven validation, Claude Code‑powered development, automated testing, growth‑engine creation, and organizational scaling while warning of common pitfalls.

AIAutomationClaude Code
0 likes · 10 min read
How Anthropic’s AI‑Native Playbook Shows You to Build a Token‑Driven Startup
Su San Talks Tech
Su San Talks Tech
May 15, 2026 · Artificial Intelligence

Step-by-Step Beginner’s Guide to Getting Started with Codex

This article walks readers through why many users are switching from Claude Code to Codex, explains the two Codex product forms, details installation, account setup, UI navigation, permission choices, and demonstrates practical tasks such as generating reports, PPTs, web searches, automation, and building a snake game via the CLI, while also offering tips to avoid common pitfalls.

AI assistantAppAutomation
0 likes · 16 min read
Step-by-Step Beginner’s Guide to Getting Started with Codex
Old Zhang's AI Learning
Old Zhang's AI Learning
May 15, 2026 · Artificial Intelligence

Claude Unleashes 15 Plug‑and‑Play Agent Workflows: A Digital Employee for Small Businesses

Anthropic’s new Claude for Small Business embeds AI into concrete workflows, offering 15 ready‑to‑use agents that connect to QuickBooks, PayPal, HubSpot and Slack via the Claude Cowork desktop app, with detailed payroll, month‑close, Monday brief and marketing scenarios, transparent pricing, and built‑in security safeguards.

AI agentsAnthropicAutomation
0 likes · 9 min read
Claude Unleashes 15 Plug‑and‑Play Agent Workflows: A Digital Employee for Small Businesses
Bilibili Tech
Bilibili Tech
May 15, 2026 · Frontend Development

Building an AI‑Powered Frontend Development Workflow with Bili‑FE

This article details how the Bili‑FE team evolved prompt engineering into a Harness Engineering workflow, creating a structured .workflow knowledge base and a series of AI‑driven commands that automate the entire frontend development lifecycle from requirement preprocessing to testing and mock generation.

AIAutomationFrontend
0 likes · 20 min read
Building an AI‑Powered Frontend Development Workflow with Bili‑FE
AI Agent Super App
AI Agent Super App
May 15, 2026 · Operations

One-Click Linux Server Initialization: From Bare Metal to Production-Ready

This guide shares a comprehensive one‑click script that hardens SSH, configures firewalls, tunes kernel parameters, manages logs, disables unused services, installs essential tools and Docker, and provides a verification checklist to turn a fresh Linux server into a production‑grade system.

AutomationLinuxinit script
0 likes · 30 min read
One-Click Linux Server Initialization: From Bare Metal to Production-Ready
Frontend AI Walk
Frontend AI Walk
May 15, 2026 · Artificial Intelligence

Efficient AI Coding with Claude Code: Essential ECC Tools and Minimal Install

This guide walks developers through selecting, installing, and using the six core ECC components—Rules, search‑first, Reviewer Agent, Quality‑Gate, Documentation‑Lookup, and minimal Hooks—to create a streamlined, conflict‑free AI‑assisted coding workflow for Claude Code, emphasizing a consult‑first, minimal‑install approach.

AI programmingAutomationClaude Code
0 likes · 14 min read
Efficient AI Coding with Claude Code: Essential ECC Tools and Minimal Install
Wuming AI
Wuming AI
May 14, 2026 · Industry Insights

Which Types of People Are Most Likely to Be Left Behind in the AI Era?

The article identifies five groups—process‑followers, slow learners, tool‑resisters, uncritical thinkers, and poor communicators—who risk being outpaced by AI, and outlines the traits of a "super individual" who can thrive by continuously learning, thinking critically, and leveraging AI tools effectively.

AIAutomationCareer
0 likes · 10 min read
Which Types of People Are Most Likely to Be Left Behind in the AI Era?
Taobao Design
Taobao Design
May 14, 2026 · Artificial Intelligence

From Business Request to Scalable AI‑Generated Visual Assets

The article explains how to transform a single business request into a batch of AI‑generated marketing visuals by standardizing deterministic design structures, parameterizing variable elements, and building an end‑to‑end “input‑generate‑deliver” workflow that ensures both large‑scale consistency and sufficient visual individuality across multiple product categories.

AIAutomationdynamic generation
0 likes · 7 min read
From Business Request to Scalable AI‑Generated Visual Assets
High Availability Architecture
High Availability Architecture
May 14, 2026 · Artificial Intelligence

Build a 4‑Agent Claude‑Powered AI Team in One Weekend

This step‑by‑step guide shows how to create a specialized four‑agent system—research, production, quality, and distribution—coordinated by an orchestrator, using Claude and Claude Code, with detailed folder structures, prompt templates, CLI commands, and workflow automation to achieve high‑quality content output in a weekend.

AI agentsAutomationClaude
0 likes · 24 min read
Build a 4‑Agent Claude‑Powered AI Team in One Weekend
AI Agent Super App
AI Agent Super App
May 14, 2026 · Operations

From One to a Thousand: A Hands‑On PXE Guide for Batch Server Installation

This tutorial walks you through the entire process of setting up a PXE‑based automated OS installation pipeline—from understanding different bulk‑install methods and the PXE workflow to configuring DHCP, TFTP, HTTP services, creating Kickstart files, handling UEFI vs BIOS, and troubleshooting common pitfalls—so you can provision dozens or hundreds of servers with a single command.

AutomationCentOSDHCP
0 likes · 20 min read
From One to a Thousand: A Hands‑On PXE Guide for Batch Server Installation
Data Party THU
Data Party THU
May 13, 2026 · Artificial Intelligence

The Ultimate Anthropic Engineer’s Guide to Claude Code Skills

This guide explains what Claude Code skills are, categorizes common skill types, provides concrete examples for each category, and offers detailed best‑practice recommendations for building, testing, sharing, and managing skills within Claude’s AI ecosystem.

AI PluginsAutomationBest Practices
0 likes · 15 min read
The Ultimate Anthropic Engineer’s Guide to Claude Code Skills
AI Step-by-Step
AI Step-by-Step
May 13, 2026 · R&D Management

Agentic Development Cycle: Real‑Time Validation with AI Agents

The AC/DC framework reimagines software development by moving verification from post‑commit CI pipelines to the moment code is generated, letting AI agents write, check, and fix code in a self‑correcting loop, while redefining human engineer responsibilities.

AI agentsAutomationContinuous Integration
0 likes · 14 min read
Agentic Development Cycle: Real‑Time Validation with AI Agents
Wuming AI
Wuming AI
May 12, 2026 · Operations

How Two Custom Skills Eliminate Manual Photo Downloads

The article explains how the author packaged repetitive photo‑album download tasks into two Skills—alltuu-downloader and photoplus-downloader—so that an AI Agent can automatically fetch original images from cloud albums, saving users from clicking each picture individually.

AI AgentAutomationGitHub
0 likes · 6 min read
How Two Custom Skills Eliminate Manual Photo Downloads
Airbnb Technology Team
Airbnb Technology Team
May 12, 2026 · Frontend Development

How Airbnb Migrated 3.5K Enzyme Tests to React Testing Library in Six Weeks Using LLM‑Powered Automation

Airbnb transformed nearly 3,500 Enzyme test files to React Testing Library in just six weeks by building a large‑language‑model‑driven pipeline that validates, rewrites, retries, and enriches prompts with extensive context, achieving a 97% migration success rate while dramatically cutting manual effort and cost.

AirbnbAutomationEnzyme
0 likes · 11 min read
How Airbnb Migrated 3.5K Enzyme Tests to React Testing Library in Six Weeks Using LLM‑Powered Automation
Shuge Unlimited
Shuge Unlimited
May 12, 2026 · Frontend Development

Building a Project Skeleton from Scratch with OpenSpec: Full Workflow Walkthrough

This article documents a step‑by‑step OpenSpec workflow that starts with requirement exploration, generates proposal, design, specs, review and task artifacts, executes them to scaffold a React 19 + TypeScript + Vite + Tailwind project, handles GitHub integration, validates the build, and archives the change while sharing practical lessons and pitfalls.

AutomationFrontendOpenSpec
0 likes · 24 min read
Building a Project Skeleton from Scratch with OpenSpec: Full Workflow Walkthrough
Xiaohongshu Tech REDtech
Xiaohongshu Tech REDtech
May 11, 2026 · Artificial Intelligence

Building a New AI‑Driven Project Management Paradigm: The Redbook PMO’s Agentic Journey

The Xiaohongshu PMO team outlines four iterative versions of an AI‑powered project‑management agent—from a simple knowledge‑base consultant to a shared, role‑aware assistant with long‑memory and multi‑channel integration—detailing design principles, architectural choices, lessons learned, and a roadmap toward fully AI‑run project management.

AIAgentAutomation
0 likes · 14 min read
Building a New AI‑Driven Project Management Paradigm: The Redbook PMO’s Agentic Journey
AI Step-by-Step
AI Step-by-Step
May 11, 2026 · R&D Management

Why AI‑Driven Development Must Be Spec‑Driven to Reach Production

The article explains how Spec‑Driven Development (SDD) transforms AI‑generated code from risky demos into production‑ready features by defining executable specifications, enforcing review, injecting context, and automating verification, illustrated with a concrete order‑export example.

AI codingAutomationSpec-Driven Development
0 likes · 17 min read
Why AI‑Driven Development Must Be Spec‑Driven to Reach Production
Ops Community
Ops Community
May 10, 2026 · Operations

Stop Manually SSHing Servers: Practical Ansible Playbook Examples

This article explains how Ansible automates repetitive operations such as bulk software installation, configuration changes, service restarts, application deployment, and log collection, guiding readers through installation, core concepts, inventory setup, common modules, multiple real‑world Playbooks, role organization, Vault security, troubleshooting, and best‑practice risk warnings.

AnsibleAutomationconfiguration management
0 likes · 31 min read
Stop Manually SSHing Servers: Practical Ansible Playbook Examples
Geek Labs
Geek Labs
May 10, 2026 · Operations

Four Open‑Source YouTube Tools for Downloading, Editing, and Archiving

This article reviews four open‑source projects that together cover YouTube downloading (yt‑dlp), AI‑powered clipping (Youtube‑clipper‑skill), a web‑based precise cutter (retrogtx/youtube‑clipper), and GitHub Actions automated archiving (nikzad‑avasam/youtube‑dl), detailing their features, installation steps, and ideal user scenarios.

AI EditingAutomationGitHub Actions
0 likes · 8 min read
Four Open‑Source YouTube Tools for Downloading, Editing, and Archiving
FunTester
FunTester
May 9, 2026 · Industry Insights

Why ATMs Didn't Kill Bank Tellers—and AI Won't Erase Test Engineers

The article debunks the myth that automation eliminates jobs by tracing the ATM era, three waves of software testing evolution, and current AI trends, showing that repetitive tasks disappear while roles requiring judgment and context shift and expand.

AIATMsAutomation
0 likes · 10 min read
Why ATMs Didn't Kill Bank Tellers—and AI Won't Erase Test Engineers
Black & White Path
Black & White Path
May 9, 2026 · Information Security

AutoPentestX: An Automated Linux Penetration Testing Toolkit for Faster Red‑Team Assessments

AutoPentestX is an open‑source, Linux‑focused automated penetration testing framework that integrates tools like Nmap, Nikto, SQLMap and Metasploit into a single command workflow, stores results in SQLite, generates detailed PDF reports, and includes installation, usage instructions, legal compliance notes, and future development plans.

AutomationLinuxMetasploit
0 likes · 7 min read
AutoPentestX: An Automated Linux Penetration Testing Toolkit for Faster Red‑Team Assessments
AI Engineering
AI Engineering
May 9, 2026 · Artificial Intelligence

Run GPT‑5.5 from the Terminal with a Single OpenAI CLI Command

OpenAI has open‑sourced the Apache‑2.0 licensed openai‑cli, which can be installed via Homebrew or Go and lets users invoke models such as GPT‑5.5 directly from the command line, outputting structured JSON/YAML and supporting piping, file arguments, and built‑in GJSON filtering, streamlining AI workflows without writing SDK code.

AIAutomationCLI
0 likes · 5 min read
Run GPT‑5.5 from the Terminal with a Single OpenAI CLI Command
AI Explorer
AI Explorer
May 7, 2026 · Artificial Intelligence

Goose Open‑Source AI Agent: A Desktop Assistant That Goes Beyond Code

Goose is an open‑source, Rust‑based AI agent that runs locally, handling the entire development workflow—from installing dependencies to running tests—while supporting 15+ LLM providers via the ACP protocol and offering desktop, CLI, and API interfaces for developers, analysts, and ops engineers.

AI AgentAutomationGoose
0 likes · 6 min read
Goose Open‑Source AI Agent: A Desktop Assistant That Goes Beyond Code
Java Tech Enthusiast
Java Tech Enthusiast
May 7, 2026 · Artificial Intelligence

Is Traditional Hand‑Coding Dead? ClaudeCode Founder Says He’ll Almost Stop Writing Code by 2026

In a recent interview, ClaudeCode founder Boris Cherny declares that coding has been solved, showing how AI now writes most of the code, automates PR reviews, schedules self‑healing loops, and predicts a future where software development becomes a universal skill despite current limits with legacy code.

AI agentsAI codingAutomation
0 likes · 6 min read
Is Traditional Hand‑Coding Dead? ClaudeCode Founder Says He’ll Almost Stop Writing Code by 2026
Wuming AI
Wuming AI
May 6, 2026 · Artificial Intelligence

5 Must‑Try AI Skills: Find One That Fits or Build Your Own

The article recommends five versatile AI Skills—find-skills, skill-creator, skill-vetter, dokobot, and superpowers—explaining their use cases, installation commands, and how they help automate workflows, while encouraging readers to create custom Skills when none match their needs.

AIAutomationSkills
0 likes · 11 min read
5 Must‑Try AI Skills: Find One That Fits or Build Your Own
AI Agent Super App
AI Agent Super App
May 6, 2026 · Operations

Mastering Linux Shell Scripting: A Complete Hands‑On Guide from Basics to Pro

This article walks readers through the fundamentals of Linux shell scripting—explaining what a script is, why automation matters, core syntax, variables, conditionals, loops, functions, real‑world examples, debugging techniques, and best‑practice recommendations—so they can write reliable Bash scripts from scratch and advance to more complex automation tasks.

AutomationLinuxShell Scripting
0 likes · 12 min read
Mastering Linux Shell Scripting: A Complete Hands‑On Guide from Basics to Pro
SuanNi
SuanNi
May 5, 2026 · Artificial Intelligence

Anthropic Co‑Founder Predicts 60% Chance AI Will Self‑Develop the Next‑Gen Model by End‑2028

Jack Clark’s Import AI analysis forecasts that, based on accelerating benchmark scores such as SWE‑Bench and METR, there is a 60% probability that by the end of 2028 AI systems will be able to autonomously design and train the next generation of more capable models, reshaping research, economics, and alignment challenges.

AI alignmentAI benchmarksAI economics
0 likes · 15 min read
Anthropic Co‑Founder Predicts 60% Chance AI Will Self‑Develop the Next‑Gen Model by End‑2028
MeowKitty Programming
MeowKitty Programming
May 5, 2026 · Backend Development

Codex Is More Than Autocomplete—Java Developers Learn to Delegate Tasks to AI

The article argues that Java developers should treat OpenAI's Codex as a coding agent capable of handling well‑defined engineering tasks—such as codebase navigation, targeted refactoring, test generation, and pre‑review checks—by clearly specifying boundaries, goals, and verification steps rather than merely asking it to write snippets.

AI coding agentAutomationCodex
0 likes · 8 min read
Codex Is More Than Autocomplete—Java Developers Learn to Delegate Tasks to AI
Architect's Ambition
Architect's Ambition
May 5, 2026 · Operations

OpenClaw vs Hermes: Static Control vs Dynamic Evolution—Which Should You Choose?

The article compares OpenClaw, a manually configured, fully controllable automation tool, with Hermes Agent, an automatically self‑evolving agent, detailing their design philosophies, learning mechanisms, pros and cons, and provides a decision matrix and best‑practice recommendation to use them together for optimal efficiency.

AutomationHermes AgentOpenClaw
0 likes · 8 min read
OpenClaw vs Hermes: Static Control vs Dynamic Evolution—Which Should You Choose?
ITPUB
ITPUB
May 5, 2026 · Operations

Auto‑Show CPU, Memory, and Disk Usage on Linux Login with a Single Script

This article provides a ready‑to‑use Bash script that, when placed in a system‑wide or user profile directory, automatically displays hostname, uptime, load average, IP address, CPU and memory usage, and disk mount statistics each time you log into a Linux server, along with color‑coded formatting and customization tips.

AutomationLinuxShell script
0 likes · 6 min read
Auto‑Show CPU, Memory, and Disk Usage on Linux Login with a Single Script
AI Architecture Path
AI Architecture Path
May 5, 2026 · Artificial Intelligence

OpenAI’s Symphony Automates AI Coding Tasks – 7×24 Execution and 500% PR Boost

OpenAI’s open‑source Symphony re‑imagines AI‑assisted coding by turning Linear issue boards into autonomous Agent workspaces that run 24/7, letting engineers focus on task definition and result approval while delivering up to a 500 % increase in merged PRs and dramatically lowering the barrier to AI‑generated code.

AI agentsAutomationCodex
0 likes · 14 min read
OpenAI’s Symphony Automates AI Coding Tasks – 7×24 Execution and 500% PR Boost
inShocking
inShocking
May 4, 2026 · Artificial Intelligence

When Claude’s Bad Schedule Made Me Laugh, I Built My First No‑Code Skill

After Claude Code produced a ridiculous daily plan, I dissected its flaws, derived five planning principles, designed a nine‑stage workflow, and created the smart‑planner skill that automatically checks weather, asks for personal constraints, breaks tasks, and delivers a human‑friendly schedule.

AI planningAutomationClaude
0 likes · 9 min read
When Claude’s Bad Schedule Made Me Laugh, I Built My First No‑Code Skill
FunTester
FunTester
May 4, 2026 · Industry Insights

How AI Amplifies the Matthew Effect: Why the Strong Get Stronger

AI speeds up output but also widens existing skill gaps, turning capable users into fast decision‑makers while leaving others with vague results; the article explains how AI acts as an amplifier, why basic tasks disappear, and what abilities are needed to stay valuable.

AIAutomationcareer development
0 likes · 9 min read
How AI Amplifies the Matthew Effect: Why the Strong Get Stronger
21CTO
21CTO
May 4, 2026 · Industry Insights

Chinese Court Rules AI‑Driven Job Replacement Cannot Justify Dismissal

A Hangzhou court ruled that firing an employee because artificial intelligence can perform the same tasks is illegal, ordering the company to pay over 260,000 RMB in compensation and establishing a legal precedent that AI substitution alone does not constitute a valid reason for termination.

AIAutomationChina
0 likes · 5 min read
Chinese Court Rules AI‑Driven Job Replacement Cannot Justify Dismissal
TonyBai
TonyBai
May 4, 2026 · Industry Insights

How AI Could Lead Us All into a Double‑Loss Trap, According to a New Academic Paper

A recent economics paper models AI‑driven layoffs as a prisoner's‑dilemma competition that pushes firms into an over‑automation arms race, ultimately collapsing both corporate profits and workers' incomes, and evaluates why common remedies like UBI or upskilling fail while proposing an automation tax as the only viable brake.

AIAutomationEconomics
0 likes · 10 min read
How AI Could Lead Us All into a Double‑Loss Trap, According to a New Academic Paper
Java Tech Enthusiast
Java Tech Enthusiast
May 3, 2026 · Artificial Intelligence

How a 100k‑Star CLAUDE.md Rule File Eliminates Common AI Coding Bad Habits

The CLAUDE.md rule file, now with over 100k stars on GitHub, defines four concise principles that guide AI coding assistants like Claude Code and Cursor to think before coding, stay simple, make surgical changes, and execute goal‑driven verification, dramatically improving code quality and developer efficiency.

AI coding assistantAutomationCLAUDE.md
0 likes · 7 min read
How a 100k‑Star CLAUDE.md Rule File Eliminates Common AI Coding Bad Habits
Black & White Path
Black & White Path
May 3, 2026 · Information Security

Pentest‑AI: One‑Command, Fully Automated Penetration Testing in 4 Minutes

Pentest‑AI is an MIT‑licensed, locally‑run framework that automates reconnaissance, authentication, vulnerability chaining, PoC validation, and report generation for web, AD, cloud, and more, delivering a client‑ready Markdown/HTML/PDF/SARIF report in about four minutes with a single command.

AI securityAutomationCI/CD integration
0 likes · 10 min read
Pentest‑AI: One‑Command, Fully Automated Penetration Testing in 4 Minutes
Old Meng AI Explorer
Old Meng AI Explorer
May 2, 2026 · Artificial Intelligence

Mastering Claude Code: A Complete Beginner‑to‑Expert Guide

This article provides a comprehensive walkthrough of Claude Code, covering its core capabilities, cross‑platform installation, login methods, basic commands, advanced features like hooks and MCP, a detailed comparison with GitHub Copilot, best‑practice prompts, and FAQs, enabling developers to boost productivity with an AI‑driven terminal assistant.

AI coding assistantAutomationCLI
0 likes · 16 min read
Mastering Claude Code: A Complete Beginner‑to‑Expert Guide
Smart Workplace Lab
Smart Workplace Lab
May 2, 2026 · Industry Insights

Prompt Engineer Layoffs: How to Re‑Engineer Your Career Path

As large language models mature, prompt‑writing roles are disappearing, prompting engineers to shift from crafting prompts to designing end‑to‑end AI workflows; this article outlines a three‑step system‑reconstruction protocol, common pitfalls, and practical guidelines for transitioning into workflow architecture.

AI workflowAutomationLLM
0 likes · 6 min read
Prompt Engineer Layoffs: How to Re‑Engineer Your Career Path
Black & White Path
Black & White Path
May 2, 2026 · Information Security

Phalanx: An Open‑Source Autonomous Pentesting Assistant for Kali Linux

Phalanx is an open‑source, polyglot‑based automation framework for Kali Linux that coordinates Python, Bash and other scripts, provides a planner, engine and reporting modules, integrates with tools like Nmap and Metasploit, and generates traceable logs for efficient and flexible penetration testing.

AutomationKali Linuxopen source
0 likes · 4 min read
Phalanx: An Open‑Source Autonomous Pentesting Assistant for Kali Linux
Linyb Geek Road
Linyb Geek Road
May 2, 2026 · Operations

2026 Linux Production Ops Command Guide: From Beginner to Expert

This comprehensive guide collects the most essential Linux commands for 2026 production environments, covering system information, service management, file operations, process and network monitoring, user and security administration, system maintenance, advanced shell tricks, and best‑practice checklists for services like MySQL and Redis.

AutomationLinuxProduction Ops
0 likes · 26 min read
2026 Linux Production Ops Command Guide: From Beginner to Expert
Test Development Learning Exchange
Test Development Learning Exchange
May 1, 2026 · Backend Development

20 Essential Python API Testing Skills: From Manual to AI‑Powered Automation

This guide presents 20 practical Python skills for API testing, covering basic request handling, pytest fixtures, JSON validation, database helpers, framework abstraction, dynamic data generation, Allure reporting, CI pipeline integration, AI‑driven test case creation, intelligent retries, performance and security testing, and engineering best practices to transform manual testing into an intelligent, automated workflow.

AIAPI testingAllure
0 likes · 14 min read
20 Essential Python API Testing Skills: From Manual to AI‑Powered Automation
Old Meng AI Explorer
Old Meng AI Explorer
May 1, 2026 · Artificial Intelligence

Get Started with Hermes in 3 Minutes: A Beginner’s Guide to Your Own AI Agent

This article introduces Hermes Agent, an open‑source self‑evolving AI assistant that remembers your preferences across sessions, outlines its core capabilities, walks through system requirements, one‑click installation, model configuration, common commands, advanced features like cron jobs and browser integration, and provides troubleshooting tips.

AI AgentAutomationCLI
0 likes · 18 min read
Get Started with Hermes in 3 Minutes: A Beginner’s Guide to Your Own AI Agent
DataFunSummit
DataFunSummit
May 1, 2026 · Artificial Intelligence

When to Use ChatGPT vs Codex: Exploring the New Era of AI Agents

This article explains how to choose between ChatGPT, Claude, Claude Code, and Codex, detailing Codex's seven core capabilities—including local file access, persistent memory, plugins, skills, image generation, computer control, automation, and the Chronicle screen‑monitoring feature—through concrete examples and step‑by‑step walkthroughs.

AI agentsAutomationCodex
0 likes · 14 min read
When to Use ChatGPT vs Codex: Exploring the New Era of AI Agents
Linyb Geek Road
Linyb Geek Road
May 1, 2026 · Artificial Intelligence

9 Essential Claude Code Skills That Double Your Productivity

Installing the right Claude Code Skills can dramatically boost efficiency, from security scanning and self‑improving agents to token‑saving summarization and browser automation, with a recommended installation order that guides users to maximize performance and cost savings.

AI PluginsAutomationClaude Code
0 likes · 6 min read
9 Essential Claude Code Skills That Double Your Productivity
Architect's Tech Stack
Architect's Tech Stack
Apr 30, 2026 · Artificial Intelligence

11 Must-Have Claude Code Skills to Double Your Productivity

This article reviews eleven Claude Code Skills, explaining how each plugin—such as Superpowers, planning‑with‑files, frontend‑design, and Commit Helper—adds structure, memory, and automation to AI‑assisted development, and offers practical recommendations on which to install first.

AI coding assistantAutomationClaude Code
0 likes · 13 min read
11 Must-Have Claude Code Skills to Double Your Productivity
inShocking
inShocking
Apr 29, 2026 · Artificial Intelligence

How I Turned Xiaomi MiMo’s 1.6 B Token Grant into an Automated AI Resource Hub

I applied for Xiaomi’s MiMo token grant, received a 1.6 billion‑token quota, and integrated it into a continuously running AI Resource Hub that uses a daily Hermes Agent to scrape, summarize, classify, tag, deduplicate, and update AI tools and knowledge for developers.

AI Resource HubAutomationHermes Agent
0 likes · 11 min read
How I Turned Xiaomi MiMo’s 1.6 B Token Grant into an Automated AI Resource Hub
AI Explorer
AI Explorer
Apr 29, 2026 · Artificial Intelligence

Open-Source ML Intern: One-Click Paper Reading, Training & Deployment – Hype or Real Deal?

ml‑intern, an open‑source AI agent from Hugging Face, automates the full ML workflow—reading papers, generating code, training and deploying models—using an asynchronous event‑driven loop with submission and event queues, supporting interactive and headless modes, Slack notifications, and multiple LLM back‑ends.

AI AgentAutomationHugging Face
0 likes · 5 min read
Open-Source ML Intern: One-Click Paper Reading, Training & Deployment – Hype or Real Deal?
Selected Java Interview Questions
Selected Java Interview Questions
Apr 29, 2026 · Artificial Intelligence

How to Write Your Own Claude Skill

This guide explains the simple file structure of a Claude Skill, compares it with CLAUDE.md, shows where to store skills at personal, project, or plugin level, and provides detailed best‑practice tips, code examples, and validation steps for creating effective, on‑demand AI agent skills.

Agent SkillsAutomationClaude
0 likes · 13 min read
How to Write Your Own Claude Skill
AndroidPub
AndroidPub
Apr 29, 2026 · Artificial Intelligence

5 Claude Code Skills to Automate Your Development Workflow

This article introduces five Claude Code Skills—pr-summary, fix-issue, deep-research, commit, and explain-code—that turn repetitive development tasks into single‑command automations, showing concrete examples, usage scenarios, and how to share them across a team.

AutomationClaude CodeGitHub CLI
0 likes · 11 min read
5 Claude Code Skills to Automate Your Development Workflow
Lin is Dream
Lin is Dream
Apr 29, 2026 · Artificial Intelligence

Where Do Agent Capabilities Come From? A High‑Frequency Skill Toolset for AI Agents

This article presents a practical collection of high‑frequency tools—including Python, Shell, SQL, Mermaid, Pandoc, curl, ImageMagick, and PlantUML—that can be wrapped as Agent Skills to give AI agents real execution power, illustrated with concrete prompts and scripts that cut manual work from hours to seconds.

Agent SkillAutomationImageMagick
0 likes · 13 min read
Where Do Agent Capabilities Come From? A High‑Frequency Skill Toolset for AI Agents
FunTester
FunTester
Apr 28, 2026 · Operations

How Self‑Healing Automation Platforms Transform SRE Practices

The article explains how a self‑healing platform improves SRE reliability by reducing MTTR, preserving error‑budget, automating high‑impact incident remediation, enforcing safety guardrails, and shifting team focus from firefighting to sustainable reliability engineering.

AutomationError BudgetMTTR
0 likes · 10 min read
How Self‑Healing Automation Platforms Transform SRE Practices
Ops Community
Ops Community
Apr 28, 2026 · Operations

How Dangerous Is an HTTPS Certificate Expiration and How Ops Can Prevent It?

When an HTTPS certificate expires, browsers show warnings, users abandon sites, services become unavailable, and security is weakened, so this article explains the TLS fundamentals, the risks of expiration, real‑world outage cases, and provides step‑by‑step guidance on acquisition, deployment, automated renewal, monitoring, and best‑practice procedures for reliable certificate management.

AutomationHTTPSOperations
0 likes · 25 min read
How Dangerous Is an HTTPS Certificate Expiration and How Ops Can Prevent It?
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.

AutomationBissa scannerCVE-2025-55182
0 likes · 7 min read
Hackers Exploit React2Shell via Telegram Bot, Breaching Over 900 Companies
FunTester
FunTester
Apr 27, 2026 · Operations

Why Relying on Humans for Incident Recovery Fails and How Self‑Healing Automation Platforms Help

The article explains that large‑scale incidents overwhelm on‑call engineers who must manually piece together context from countless signals, and shows how a self‑healing automation platform can take over repetitive, known failure patterns, verify fixes, and reduce fatigue while keeping humans in the loop for oversight.

AutomationOperationsPlatform Engineering
0 likes · 8 min read
Why Relying on Humans for Incident Recovery Fails and How Self‑Healing Automation Platforms Help
Qunhe Technology Quality Tech
Qunhe Technology Quality Tech
Apr 27, 2026 · Artificial Intelligence

How AI and Automation Overcome Multilingual Testing Challenges in Global Product Localization

This article details Coohom's AI‑driven, automated workflow for multilingual testing, covering the four main localization pain points, the construction of an AI language‑validation system, practical implementations for UI and API testing, and measurable results that reduced defect rates and cut regression time from a week to minutes.

AIAutomationCI/CD
0 likes · 12 min read
How AI and Automation Overcome Multilingual Testing Challenges in Global Product Localization
Architecture & Thinking
Architecture & Thinking
Apr 27, 2026 · Artificial Intelligence

50+ High-Value AI Skills for 2026: A Guide to Boosting Developer Efficiency

The article presents a data‑driven review of more than 50 AI Skills, grouped into five core scenarios, detailing their installation counts, key functions, and practical impact, to help senior developers choose the most effective plugins for accelerating development, design, documentation, and product growth.

AIAI SkillsAutomation
0 likes · 27 min read
50+ High-Value AI Skills for 2026: A Guide to Boosting Developer Efficiency
ArcThink
ArcThink
Apr 26, 2026 · Artificial Intelligence

Top 10+ Claude Code Plugins to Install in 2026: Architecture Types and Best Picks

The Claude Code plugin ecosystem has exploded to over 9,000 extensions with the leading plugins surpassing 50‑100k installs; this guide explains the five plugin architecture types, evaluates six functional directions, and recommends tailored plugin combos for full‑stack engineers, frontend developers, solo creators, and team leads.

AI PluginsAutomationClaude Code
0 likes · 17 min read
Top 10+ Claude Code Plugins to Install in 2026: Architecture Types and Best Picks
Machine Heart
Machine Heart
Apr 26, 2026 · Artificial Intelligence

AI‑Powered Bot ClawSweeper Closes 4,000 OpenClaw Issues in One Day

The article details ClawSweeper, an AI‑driven maintenance bot for OpenClaw that scans and automatically closes thousands of stale issues and pull requests each day, explains its decision criteria, workflow, rate‑limit constraints, and how it turns the README into a live dashboard.

AIAutomationCodex
0 likes · 7 min read
AI‑Powered Bot ClawSweeper Closes 4,000 OpenClaw Issues in One Day
AI Illustrated Series
AI Illustrated Series
Apr 26, 2026 · Artificial Intelligence

15 Real-World AI Agent Use Cases You Can Deploy Today

The article outlines fifteen mature AI Agent scenarios across office productivity, customer service, software development, and data analysis, explains how each works, ranks their readiness, and discusses why some applications are ready for large‑scale use while others remain experimental.

AI AgentAutomationcode assistant
0 likes · 14 min read
15 Real-World AI Agent Use Cases You Can Deploy Today
Ops Development & AI Practice
Ops Development & AI Practice
Apr 26, 2026 · Artificial Intelligence

Boost Automation Efficiency with Agent Skills: An Open Standard for Sharing AI Agent Capabilities

Agent Skills is an open‑source standard that defines reusable SKILL.md packages, a unified directory layout, and a progressive‑disclosure workflow, enabling AI agents across tools such as Antigravity to automatically discover, activate, and execute shared capabilities for faster, more consistent automation.

AI agentsAntigravityAutomation
0 likes · 7 min read
Boost Automation Efficiency with Agent Skills: An Open Standard for Sharing AI Agent Capabilities
Code Mala Tang
Code Mala Tang
Apr 26, 2026 · Industry Insights

When Should AI Take Over Reading? Defining the Limits of Automation

The author reflects on automating reading with AI, distinguishing information gathering from thinking exercises, and proposes a three‑question framework to decide when automation adds value versus when personal reading is essential, ultimately choosing to limit AI to pre‑ and post‑reading tasks.

AIAutomationProduct design
0 likes · 6 min read
When Should AI Take Over Reading? Defining the Limits of Automation
Frontend AI Walk
Frontend AI Walk
Apr 26, 2026 · Artificial Intelligence

Become an AI Agent Operator in 90 Days: From No‑Code Skills to Automated Workflows

This guide explains why AI Agent Operators are emerging as a new profession, contrasts the role with Prompt Engineers, outlines four core skills—CLI, agents.md, structured inputs, and business judgment—provides a step‑by‑step workflow, a 90‑day training roadmap, common pitfalls, and references from Deloitte and McKinsey.

AI agentsAutomationCLI
0 likes · 22 min read
Become an AI Agent Operator in 90 Days: From No‑Code Skills to Automated Workflows
AI Architecture Path
AI Architecture Path
Apr 26, 2026 · Artificial Intelligence

AI‑Powered One‑Click Architecture Diagrams: Ditch Manual Dragging with drawio‑mcp

The article introduces drawio‑mcp, an official open‑source MCP server that lets Claude‑series AI generate editable draw.io XML diagrams instantly, eliminating tedious manual dragging, alignment, and styling, and outlines four integration methods—MCP App Server, MCP Tool Server, Claude Code Skill, and Project Instructions—plus export formats, built‑in shape library, and maintenance workflow.

AI diagram generationAutomationClaude AI
0 likes · 16 min read
AI‑Powered One‑Click Architecture Diagrams: Ditch Manual Dragging with drawio‑mcp