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Automation

3297 articles · Page 5 of 33
ByteDance Data Platform
ByteDance Data Platform
Apr 3, 2026 · Industry Insights

From Personal Assistant to Enterprise Digital Partner: How AI Can Run an Entire Store in 12 Hours

The article analyzes Volcano Engine's AI-driven "digital partner" strategy, detailing how functional Skills transform generic assistants into enterprise‑level collaborators that automate end‑to‑end store operations, from data retrieval and analysis to decision‑making and report generation.

AIAutomationBusiness Intelligence
0 likes · 10 min read
From Personal Assistant to Enterprise Digital Partner: How AI Can Run an Entire Store in 12 Hours
dbaplus Community
dbaplus Community
Apr 2, 2026 · Operations

Why Most CMDB Projects Fail and How to Build a Sustainable Data Engine

The article analyzes common pitfalls of CMDB implementations, explains why overly comprehensive models collapse, and proposes a consumption‑driven, federated, and automation‑focused approach that integrates monitoring, ITSM, and FinOps to achieve continuous data quality and business value.

AutomationCMDBData Governance
0 likes · 13 min read
Why Most CMDB Projects Fail and How to Build a Sustainable Data Engine
AI Engineering
AI Engineering
Apr 2, 2026 · Artificial Intelligence

Cut Claude Code’s Fluff with 8 Lines: Slash Output Tokens by 63%

By adding an eight‑line CLAUDE.md file that suppresses polite openings, repetitions, and unnecessary explanations, developers reduced Claude Code’s output token count by 63% without losing information, achieving up to 75% shorter code reviews and 64% shorter concept explanations, as verified by independent benchmarks.

AutomationBenchmarkClaude
0 likes · 4 min read
Cut Claude Code’s Fluff with 8 Lines: Slash Output Tokens by 63%
Lao Guo's Learning Space
Lao Guo's Learning Space
Apr 2, 2026 · Operations

Build an OpenClaw Test Bot in Four Steps: Cut Web Regression from Hours to 22 Minutes

The article walks through why manual web regression testing is painful, introduces OpenClaw as an AI‑driven automation platform, and details a four‑step process—defining tasks, configuring browsers, designing logic, and scheduling runs—that reduced a multi‑hour manual test suite to just 22 minutes while highlighting real‑world results and common pitfalls.

AI AgentAutomationOpenClaw
0 likes · 12 min read
Build an OpenClaw Test Bot in Four Steps: Cut Web Regression from Hours to 22 Minutes
Tech Minimalism
Tech Minimalism
Apr 2, 2026 · Artificial Intelligence

10 Proven AI Agent Skills Every Developer Should Use

This article curates ten validated AI Agent Skills—spanning frontend design, caching, full‑stack scaffolding, code review, testing, PR automation, formatting, documentation updates, and skill discovery—providing repository links and installation commands to help developers automate repetitive tasks and boost productivity across the software development lifecycle.

AI Agent SkillsAutomationFrontend
0 likes · 11 min read
10 Proven AI Agent Skills Every Developer Should Use
AI Insight Log
AI Insight Log
Apr 2, 2026 · Artificial Intelligence

15 Underrated Claude Code Features You Probably Missed

The article reviews 15 hidden Claude Code capabilities—ranging from mobile coding and voice input to automation loops, batch tasks, and advanced configuration—showing how they enable multi‑device collaboration, programmable workflows, and higher development efficiency while noting beta limitations.

AI coding assistantAutomationCLI
0 likes · 8 min read
15 Underrated Claude Code Features You Probably Missed
Baidu Geek Talk
Baidu Geek Talk
Apr 1, 2026 · Artificial Intelligence

How IMClaw Turns Any AI Agent into a Remote Service with the ACP Protocol

IMClaw is an open‑source AI‑Agent gateway that implements the ACP (Agent Client Protocol) to let developers control Claude, Codex, Gemini and dozens of other agents from IM tools or remote servers, offering session management, permission control, and a lightweight CLI called acpx.

ACP ProtocolAI AgentAutomation
0 likes · 20 min read
How IMClaw Turns Any AI Agent into a Remote Service with the ACP Protocol
Old Zhang's AI Learning
Old Zhang's AI Learning
Apr 1, 2026 · Artificial Intelligence

LFClaw: Windows‑Only AI Agent with One‑Click Install and Local Model Privacy

The article reviews LFClaw, a Windows‑only AI agent client that offers a one‑click installation, automatic configuration, and local model deployment with hardware‑aware recommendations, while showcasing its file‑management, automation, scheduling, and AI‑driven productivity features through step‑by‑step screenshots.

AI AgentAutomationLFClaw
0 likes · 6 min read
LFClaw: Windows‑Only AI Agent with One‑Click Install and Local Model Privacy
Radish, Keep Going!
Radish, Keep Going!
Mar 31, 2026 · Artificial Intelligence

Why Agent‑First Systems Fail and How Harness Engineering Fixes Them

The article analyzes OpenAI’s Harness Engineering approach, explains four systemic failure modes of LLM‑driven agents, and details five modular components—readable environment, task state machine, verification loop, architectural constraints, and loop detection—that together enable reliable, large‑scale agent development.

AIAgent EngineeringAutomation
0 likes · 17 min read
Why Agent‑First Systems Fail and How Harness Engineering Fixes Them
AI Waka
AI Waka
Mar 31, 2026 · Artificial Intelligence

Which Agentic Programming Framework Wins? A Deep Comparative Review

An in‑depth evaluation of five leading Agentic programming frameworks—BMAD, SpecKit, OpenSpec, GSD, and Superpowers—examines their agents, workflows, and skills, weighing strengths, limitations, and trade‑offs to guide teams in selecting the optimal tool for AI‑assisted software development.

AutomationContext Engineeringagentic programming
0 likes · 20 min read
Which Agentic Programming Framework Wins? A Deep Comparative Review
Ops Community
Ops Community
Mar 31, 2026 · Operations

Mastering Ansible: From Core Concepts to Custom Modules and Plugins

Explore a comprehensive guide to advancing your Ansible skills, covering inventory formats, playbook structures, variable precedence, Jinja2 templating, custom lookup and callback plugins, dynamic inventory scripting, asynchronous execution, performance tuning with Mitogen, and enterprise‑grade platform design with AWX/Tower.

AnsibleAutomationCustom Modules
0 likes · 34 min read
Mastering Ansible: From Core Concepts to Custom Modules and Plugins
Software Engineering 3.0 Era
Software Engineering 3.0 Era
Mar 30, 2026 · Industry Insights

Will 99% of Software Engineers Become Redundant? A Cold Look at AI’s Impact on the Tech Workforce

The article examines how AI’s exponential acceleration is reshaping software development, debunking the hype that 99% of engineers will be obsolete, highlighting real data on junior job loss, the rise of knowledge engineering, technical debt risks, and the need for engineers to evolve into AI‑enabled system designers.

AIAutomationIndustry Trends
0 likes · 15 min read
Will 99% of Software Engineers Become Redundant? A Cold Look at AI’s Impact on the Tech Workforce
Java Tech Enthusiast
Java Tech Enthusiast
Mar 30, 2026 · Operations

6 Surprisingly Useful Windows Terminal Commands You Should Master

Discover six quirky yet practical Windows Terminal commands—from visualizing directory trees and monitoring network connections to securely wiping free space, tracing routes, fetching jokes via curl, and enabling speech synthesis—each explained with usage tips, parameters, and real‑world examples to boost your Windows productivity.

AutomationData SecurityWindows Terminal
0 likes · 10 min read
6 Surprisingly Useful Windows Terminal Commands You Should Master
Old Zhang's AI Learning
Old Zhang's AI Learning
Mar 30, 2026 · Operations

WeCom CLI Launches with 12 Built‑In AI Skills for Direct Enterprise Chat Automation

The newly released wecom‑cli, an open‑source Rust‑based command‑line tool from the official WeCom team, provides twelve AI‑agent skills that let tools like Claude Code or Cursor manage contacts, todos, meetings, messages, schedules, documents, and smart sheets directly from the terminal, streamlining office automation and improving credential security.

AI AgentAutomationCLI
0 likes · 12 min read
WeCom CLI Launches with 12 Built‑In AI Skills for Direct Enterprise Chat Automation
AI Large Model Application Practice
AI Large Model Application Practice
Mar 30, 2026 · Artificial Intelligence

Why Agent Harnesses Are the Key to Production‑Ready AI Agents

The article analyzes the emerging concept of Agent Harnesses, explaining how they transform unruly large‑model agents into controllable, production‑grade systems by addressing long‑running tasks, legacy code complexity, execution‑delivery gaps, and safety concerns through systematic engineering practices.

AI engineeringAgent HarnessAutomation
0 likes · 18 min read
Why Agent Harnesses Are the Key to Production‑Ready AI Agents
Wuming AI
Wuming AI
Mar 29, 2026 · Industry Insights

Turning Docs into AI‑Callable Skills: A Practical Shift to AI‑First Workflows

The article argues that merely sharing AI prompts and tool lists is insufficient; instead, documentation and tools must be transformed into AI‑friendly, callable skills, illustrating the shift with concrete OpenClaw and CoPaw examples that enable self‑healing, redundancy, and truly automated workflows.

AI workflowAutomationKnowledge Management
0 likes · 8 min read
Turning Docs into AI‑Callable Skills: A Practical Shift to AI‑First Workflows
Advanced AI Application Practice
Advanced AI Application Practice
Mar 29, 2026 · Operations

Mastering OpenClaw Enterprise Deployment: From Setup to Operations (Practices 7‑14)

This guide walks through a real‑world 500‑person tech company’s OpenClaw rollout, detailing environment requirements, quick Windows/Linux installation, security hardening, multi‑system troubleshooting, Docker/K8s containerization, multi‑model routing, office‑tool integrations, automation scripts, RBAC, performance tuning, and high‑availability configuration, all achievable within 8‑10 hours.

AutomationDockerKubernetes
0 likes · 10 min read
Mastering OpenClaw Enterprise Deployment: From Setup to Operations (Practices 7‑14)
IT Services Circle
IT Services Circle
Mar 29, 2026 · Operations

6 Must‑Know Windows Terminal Commands to Boost Productivity

Discover six practical Windows Terminal commands—including tree, netstat, cipher, tracert, curl, and a PowerShell speech synthesizer—that visualize directories, monitor networks, securely erase data, trace routes, fetch API jokes, and add voice output, turning the command line into a powerful productivity tool.

AutomationFile ManagementWindows Terminal
0 likes · 9 min read
6 Must‑Know Windows Terminal Commands to Boost Productivity
Yunqi AI+
Yunqi AI+
Mar 29, 2026 · Artificial Intelligence

Balancing AI‑Driven Coding Speed with Quality Control

The article examines how AI can dramatically accelerate code generation for new projects while highlighting that, without robust automated quality‑control mechanisms, this speed boost can jeopardize reliability, especially in legacy systems where incomplete context hampers AI output, and proposes engineering practices to maintain quality.

AI programmingAutomationcode generation
0 likes · 9 min read
Balancing AI‑Driven Coding Speed with Quality Control
AI Open-Source Efficiency Guide
AI Open-Source Efficiency Guide
Mar 29, 2026 · Artificial Intelligence

12000‑Star baoyu-skills: One‑Click AI Toolkit for Xiaohongshu Covers, Infographics & Slides

The baoyu-skills library for Claude Code, now with over 12,000 GitHub stars, provides modular AI‑driven commands that let users generate Xiaohongshu post covers, professional infographics, and slide images in a single step, supporting multiple platforms, customizable styles, and automatic updates.

AI generationAutomationClaude Code
0 likes · 10 min read
12000‑Star baoyu-skills: One‑Click AI Toolkit for Xiaohongshu Covers, Infographics & Slides
Digital Planet
Digital Planet
Mar 29, 2026 · Artificial Intelligence

Can AI Really Erase Technical Debt? Uncovering Hidden Risks of Smart Agents

This article critically examines whether AI agents can eliminate legacy technical debt, revealing that while AI can accelerate debt repayment, it also creates new forms of debt such as prompt, data‑dependency, orchestration, and compliance liabilities, and ultimately amplifies longstanding management challenges.

AIAI agentsAutomation
0 likes · 13 min read
Can AI Really Erase Technical Debt? Uncovering Hidden Risks of Smart Agents
AI Explorer
AI Explorer
Mar 29, 2026 · Artificial Intelligence

200+ Commands That Let AI Agents Directly Control Lark (Feishu)

The open‑source lark‑cli brings over 200 commands across 11 Lark business domains and 19 AI Agent skills, offering a three‑layer architecture, rich output formats, security safeguards, and real‑world use cases that let AI agents programmatically operate your Lark workspace.

AI AgentAutomationCLI
0 likes · 10 min read
200+ Commands That Let AI Agents Directly Control Lark (Feishu)
AI Engineering
AI Engineering
Mar 29, 2026 · Artificial Intelligence

Sahil Lavingia Turns His Bestseller “The Minimalist Entrepreneur” into 9 Claude Agent Skills

Gumroad founder Sahil Lavingia has converted the key concepts of his book The Minimalist Entrepreneur into nine executable Claude Code skills—ranging from community discovery to pricing and sustainable growth—providing a hands‑on, command‑driven workflow that complements, but does not replace, entrepreneurial thinking.

AIAgent SkillsAutomation
0 likes · 3 min read
Sahil Lavingia Turns His Bestseller “The Minimalist Entrepreneur” into 9 Claude Agent Skills
Shuge Unlimited
Shuge Unlimited
Mar 29, 2026 · Artificial Intelligence

How lark‑cli’s 200+ Commands and 19 Agent Skills Enable AI Agents to Automate Feishu

The article introduces lark‑cli, the official open‑source Feishu command‑line tool that bundles over 200 curated commands across 11 business domains and 19 ready‑to‑use Agent Skills, explains its three‑layer architecture, dual Bot/User identity model, security safeguards, and step‑by‑step installation for both human users and AI agents.

AI AgentAutomationCLI
0 likes · 19 min read
How lark‑cli’s 200+ Commands and 19 Agent Skills Enable AI Agents to Automate Feishu
Black & White Path
Black & White Path
Mar 28, 2026 · Information Security

Shannon AI Penetration Tester Delivers 96% Exploit Success Rate

Shannon is an AI‑driven penetration testing agent that automatically discovers, exploits, and reports vulnerabilities with zero false positives, achieving a 96.15% exploit success rate across OWASP Juice Shop and other benchmarks, while offering fully autonomous operation, code‑aware attacks, and parallel processing.

AIAutomationInformation Security
0 likes · 6 min read
Shannon AI Penetration Tester Delivers 96% Exploit Success Rate
Architect
Architect
Mar 27, 2026 · Artificial Intelligence

Turning AI Agents into a Planning‑First Development Engine

The article analyzes Matt Van Horn’s workflow that replaces traditional IDEs with a planning‑first approach using markdown task files, voice input, parallel research agents, and a custom "last30days" engine, showing how AI can orchestrate research, planning, execution, and verification to boost productivity across code and non‑code tasks.

AIAgentsAutomation
0 likes · 24 min read
Turning AI Agents into a Planning‑First Development Engine
IT Services Circle
IT Services Circle
Mar 27, 2026 · Industry Insights

Will AI Reshape the Programmer Hierarchy? A Three‑Tier Future Outlook

The article analyzes how AI is transforming software development, proposing a three‑layer programmer pyramid—AI system designers, AI "herders" (mainstream developers), and AI‑empowered hobbyists—while examining the impact on job demand, skill requirements, and industry economics.

AIAutomationCareer
0 likes · 9 min read
Will AI Reshape the Programmer Hierarchy? A Three‑Tier Future Outlook
Alibaba Cloud Developer
Alibaba Cloud Developer
Mar 27, 2026 · Artificial Intelligence

How OpenClaw Empowers a Self‑Evolving Bank Manager Assistant

This article details a three‑day deep dive into OpenClaw, demonstrating how a self‑iterating AI assistant for bank relationship managers can be built, validated, and refined through autonomous agent communication, scheduled tasks, and memory‑driven reflection.

AI agentsAgent evaluationAutomation
0 likes · 20 min read
How OpenClaw Empowers a Self‑Evolving Bank Manager Assistant
AI Architecture Path
AI Architecture Path
Mar 27, 2026 · Artificial Intelligence

How the PUA Plugin Doubles AI Coding Efficiency by Eliminating Five Common Pitfalls

An open‑source MIT‑licensed PUA plugin tackles five typical “lazy” AI coding behaviors by applying pressure‑driven methodology and 13 industry‑proven problem‑solving frameworks, supporting nine major AI coding platforms, delivering up to 100% bug detection and doubling developer productivity, with detailed installation and usage guides.

AI codingAutomationmethodology
0 likes · 11 min read
How the PUA Plugin Doubles AI Coding Efficiency by Eliminating Five Common Pitfalls
Test Development Learning Exchange
Test Development Learning Exchange
Mar 26, 2026 · R&D Management

Mastering Test Manager Interviews: 5 Dimensions, 30+ Questions & Winning Strategies

This guide systematically outlines five key dimensions—quality strategy, team leadership, technical depth, metric‑driven improvement, and scenario‑based behavior—providing over 30 high‑frequency interview questions, model answers, code examples, and actionable frameworks to help candidates demonstrate sustainable quality leadership and secure a test manager role.

Automationinterview preparationquality leadership
0 likes · 12 min read
Mastering Test Manager Interviews: 5 Dimensions, 30+ Questions & Winning Strategies
MeowKitty Programming
MeowKitty Programming
Mar 26, 2026 · Industry Insights

AI Moves From Plugin to Core Player in Software Development

The article analyzes how AI has shifted from a code‑completion add‑on to an integral part of software engineering, highlighting the rise of intelligent agents, the Model Context Protocol standard, trust concerns, the move from "vibe coding" to verification‑first practices, and the evolving skill set required of developers and teams.

AIAutomationModel Context Protocol
0 likes · 9 min read
AI Moves From Plugin to Core Player in Software Development
Java Architect Handbook
Java Architect Handbook
Mar 26, 2026 · Artificial Intelligence

30+ Real-World OpenClaw Use Cases: Automate Tasks with AI Agents

This article introduces the open-source "awesome-openclaw-usecases" repository, which curates over thirty practical AI agent workflows across six functional modules—social media, creative building, infrastructure & DevOps, productivity, research & learning, and finance—providing step‑by‑step guidance and example configurations for each use case.

AI agentsAutomationGitHub
0 likes · 8 min read
30+ Real-World OpenClaw Use Cases: Automate Tasks with AI Agents
AI Code to Success
AI Code to Success
Mar 26, 2026 · R&D Management

Turn Obsidian + Claude Code into a Cross‑Project Knowledge Engine

This guide explains how to overcome single‑project memory limits by combining Obsidian as a second brain with Claude Code's project‑level memory and a custom PM workspace, providing a structured, automated system for storing, syncing, and reusing knowledge across multiple development projects.

AutomationClaude CodeKnowledge Management
0 likes · 11 min read
Turn Obsidian + Claude Code into a Cross‑Project Knowledge Engine
iQIYI Technical Product Team
iQIYI Technical Product Team
Mar 26, 2026 · Artificial Intelligence

How Specflow Turns AI Coding into a Structured Development Pipeline

Specflow is an AI‑driven workflow for the Cursor IDE that combines lightweight OpenSpec, rigorous GitHub Spec Kit, and multi‑agent BMAD methods into a four‑stage Spec‑Driven Development process—Specify, Plan, Implement, and Archive—enforcing strict contracts, role isolation, and automated quality control to eliminate context loss and reduce manual debugging.

AIAutomationCursor IDE
0 likes · 15 min read
How Specflow Turns AI Coding into a Structured Development Pipeline
Data STUDIO
Data STUDIO
Mar 26, 2026 · Operations

10 Open‑Source Python Tools That Replace Paid SaaS Apps

The article presents ten Python libraries—pikepdf, Playwright, pdf2image + pytesseract, moviepy, pydub + ffmpeg, reportlab, yt‑dlp, watchdog, pyvirtualcam, and rich + textual—each with code samples, runtime requirements, complexity analysis, practical tips, and common pitfalls, showing how they can substitute costly commercial software while offering greater control, privacy, and customization.

Audio ProcessingAutomationFile Monitoring
0 likes · 19 min read
10 Open‑Source Python Tools That Replace Paid SaaS Apps
AI Waka
AI Waka
Mar 26, 2026 · Artificial Intelligence

When to Use MCP vs. Skills with Claude: A Practical Decision Framework

This article analyzes the trade‑offs between Model Context Protocol (MCP) and Skills for Claude‑based AI workflows, offering a three‑question test, real‑world examples, and architectural diagrams to help engineers choose the most efficient approach for their tasks.

AI workflowAutomationClaude
0 likes · 10 min read
When to Use MCP vs. Skills with Claude: A Practical Decision Framework
AI Waka
AI Waka
Mar 26, 2026 · Artificial Intelligence

Master Claude Code Skills: Build, Organize, and Trigger Custom AI Assistants

This guide explains how Claude Code Skills work, how to define them in Markdown with frontmatter, where to store personal and project skills, best practices for metadata, description crafting, priority rules, complex skill organization, and how they differ from CLAUDE.md, Hooks, and Subagents.

AIAutomationClaude
0 likes · 11 min read
Master Claude Code Skills: Build, Organize, and Trigger Custom AI Assistants
AI Open-Source Efficiency Guide
AI Open-Source Efficiency Guide
Mar 26, 2026 · Artificial Intelligence

5 Claude Code Open‑Source Tools That Gained 7K+ Stars in 5 Days and Double AI Coding Efficiency

This article reviews five rapidly popular Claude Code ecosystem projects—skills, dbskill, codebase-to-course, claude‑peers‑mcp, and claude‑plugin‑weixin—detailing their core features, installation commands, usage examples, and why they collectively signal a booming AI programming tool market.

AI programmingAutomationClaude Code
0 likes · 14 min read
5 Claude Code Open‑Source Tools That Gained 7K+ Stars in 5 Days and Double AI Coding Efficiency
Baidu Geek Talk
Baidu Geek Talk
Mar 25, 2026 · Artificial Intelligence

Master OpenClaw: Install, Configure, and Scale Multi‑Agent AI Automation

An in‑depth guide walks you through installing OpenClaw, understanding its gateway, channel, agent, tool, and skill architecture, managing token costs, creating multi‑agent workflows, securing API keys, and troubleshooting common issues, empowering developers to build scalable AI‑driven automation.

AutomationInstallationOpenClaw
0 likes · 26 min read
Master OpenClaw: Install, Configure, and Scale Multi‑Agent AI Automation
Top Architecture Tech Stack
Top Architecture Tech Stack
Mar 25, 2026 · Artificial Intelligence

How to Run Your Own Self‑Hosted AI Assistant with OpenClaw – Full Guide

OpenClaw is an open‑source, self‑hosted AI assistant that lets you keep all data locally while chatting through familiar tools like Telegram and Discord, switch freely among Claude, GPT and Gemini models, extend functionality with a rich toolset, and control devices via a node system, all orchestrated by a central Gateway.

AI assistantAutomationOpenClaw
0 likes · 14 min read
How to Run Your Own Self‑Hosted AI Assistant with OpenClaw – Full Guide
Black & White Path
Black & White Path
Mar 25, 2026 · Information Security

How an AI Agent Automates Penetration Testing: A Hands‑On Walkthrough

This article details a step‑by‑step penetration test where an AI Agent on Kali Linux, invoked via the OpenClaw framework, automatically performs environment checks, deep scanning, vulnerability discovery, bulk fingerprint searching, and report generation, highlighting both its efficiencies and remaining manual decision points.

AIAutomationOpenClaw
0 likes · 6 min read
How an AI Agent Automates Penetration Testing: A Hands‑On Walkthrough
DevOps in Software Development
DevOps in Software Development
Mar 25, 2026 · Industry Insights

Why Control Theory Is the Secret Sauce Behind Harness Engineering for AI Agents

The article explains how applying control‑theoretic concepts such as set points, sensors, controllers, actuators and feedback loops transforms AI‑driven coding agents into reliable, self‑correcting systems, illustrating the shift from prompt and context engineering to a full harness engineering practice.

AI agentsAutomationControl Theory
0 likes · 32 min read
Why Control Theory Is the Secret Sauce Behind Harness Engineering for AI Agents
AI Engineering
AI Engineering
Mar 24, 2026 · Artificial Intelligence

112 Ready‑Made OpenClaw Skills That Turn Your Agent into a Full‑Time Butler

ClawFlows, an open‑source project for OpenClaw agents, offers 112 pre‑built skill packages ranging from smart‑home control and schedule management to email handling and financial tracking, installable with a single curl command, and customizable via markdown workflow files, though quality varies and security should be assessed.

AI agentsAutomationOpenClaw
0 likes · 4 min read
112 Ready‑Made OpenClaw Skills That Turn Your Agent into a Full‑Time Butler
PMTalk Product Manager Community
PMTalk Product Manager Community
Mar 24, 2026 · Artificial Intelligence

How Clawbot Turns Chatbots into Real AI Employees – A Product Manager’s Deep Dive

Clawbot redefines AI by granting it system‑level permissions, persistent memory, and direct control over applications, transforming a simple chat interface into a digital employee that can automate tasks, manage workflows, and act as a personal assistant, while raising significant security, cost, and ecosystem challenges.

AI agentsAutomationCost
0 likes · 20 min read
How Clawbot Turns Chatbots into Real AI Employees – A Product Manager’s Deep Dive
dbaplus Community
dbaplus Community
Mar 23, 2026 · Operations

How a Single AI‑Driven Command Wiped 2.5 Years of Production Data

In this detailed post‑mortem, Alexey Grigorev recounts how using Claude Code to automate a Terraform deployment unintentionally erased his entire production environment and two‑and‑a‑half years of data, exposing the risks of over‑reliance on AI‑driven automation and highlighting essential safeguards.

AIAWSAutomation
0 likes · 11 min read
How a Single AI‑Driven Command Wiped 2.5 Years of Production Data
Tencent Technical Engineering
Tencent Technical Engineering
Mar 23, 2026 · Artificial Intelligence

How to Turn AI into a Reliable S‑Level Web‑Testing Engineer: 4 Hard‑Earned Lessons

The article explains why powerful AI models still fail complex web‑testing tasks without proper business SOPs, and presents four concrete engineering lessons—limited context, explicit step definitions, checklist‑driven validation, and iterative self‑revision—to train an AI into a dependable, self‑checking S‑grade testing employee.

AIAutomationIterative Development
0 likes · 18 min read
How to Turn AI into a Reliable S‑Level Web‑Testing Engineer: 4 Hard‑Earned Lessons
PMTalk Product Manager Community
PMTalk Product Manager Community
Mar 23, 2026 · Product Management

Managing Your AI Intern: What Product Managers Must Watch in GPT‑5.4

GPT‑5.4 shifts AI from a conversational assistant to an executor that can control a computer, handle a million‑token context, and work inside Excel, offering product managers new automation scenarios while exposing token‑digestion limits, coding trade‑offs, reliability concerns, and higher pricing that must be carefully evaluated.

AI productivityAutomationGPT-5.4
0 likes · 10 min read
Managing Your AI Intern: What Product Managers Must Watch in GPT‑5.4
大转转FE
大转转FE
Mar 23, 2026 · Artificial Intelligence

AI Agent Engineering Highlights: Harness Architecture, Claude Code PM, Multi-Agent Design

This newsletter curates five in‑depth analyses covering Harness Engineering for intelligent agents, AI‑driven product‑management workflows with Claude Code, Garry Tan’s open‑source gstack methodology, the evolution and selection of Agent/Skills/Teams architectures, and enterprise‑grade multi‑agent system guidelines.

AIAutomationProduct Management
0 likes · 8 min read
AI Agent Engineering Highlights: Harness Architecture, Claude Code PM, Multi-Agent Design
Ubuntu
Ubuntu
Mar 23, 2026 · Artificial Intelligence

How to Equip Your AI with Real Skills Using OpenClaw in 2026

OpenClaw, a 120k‑star open‑source AI agent platform, lets you add practical abilities like PDF handling, PPT generation, and automated testing via the skills.sh marketplace; the article walks through installing the CLI, adding nine high‑use skills, real‑world use cases, pitfalls, and cost considerations.

AI agentsAutomationNode.js
0 likes · 11 min read
How to Equip Your AI with Real Skills Using OpenClaw in 2026
AI Architecture Hub
AI Architecture Hub
Mar 23, 2026 · Artificial Intelligence

50 Powerful Claude Code Hacks to Supercharge Your Development Workflow

Discover a curated list of 50 practical Claude Code tricks—from setting up convenient aliases and inline bash commands to advanced agent orchestration, context management, and safety hooks—that can dramatically boost productivity, reliability, and control when using Claude as a coding assistant.

AutomationBest PracticesCLI
0 likes · 31 min read
50 Powerful Claude Code Hacks to Supercharge Your Development Workflow
AI Step-by-Step
AI Step-by-Step
Mar 22, 2026 · Artificial Intelligence

Why Harness Engineering Is the Key to Stable Agent Loops

The article explains that while an Agent Loop can execute tasks, long‑running stability depends on a well‑designed Harness engineering layer that organizes knowledge, enforces rules, provides verification, and automates cleanup, turning a functional prototype into a reliable production system.

AI agentsAgent LoopAutomation
0 likes · 10 min read
Why Harness Engineering Is the Key to Stable Agent Loops
o-ai.tech
o-ai.tech
Mar 22, 2026 · Artificial Intelligence

How to Safely Deploy AI Agents in Real Projects: Essential gstack Safety Skills

This article explains why explicit boundaries are crucial when using AI agents in production, introduces the gstack safety skills (/careful, /freeze, /guard, /unfreeze, /gstack-upgrade), outlines their purpose, suitable scenarios, common pitfalls, and provides practical guidance for selecting and applying each skill effectively.

AI agentsAutomationgstack
0 likes · 15 min read
How to Safely Deploy AI Agents in Real Projects: Essential gstack Safety Skills
o-ai.tech
o-ai.tech
Mar 22, 2026 · R&D Management

Closing the Final Mile: From Running Code to Shipping with /ship, /document-release, and /retro

The article explains why the last mile of software delivery—merging, testing, changelog, version bump, documentation sync, and retrospection—is often the bottleneck, and introduces three automated skills (/ship, /document-release, /retro) that institutionalize these tasks to create a closed‑loop workflow.

AutomationContinuous IntegrationGit Workflow
0 likes · 15 min read
Closing the Final Mile: From Running Code to Shipping with /ship, /document-release, and /retro
IT Services Circle
IT Services Circle
Mar 22, 2026 · Operations

Master OpenClaw CLI: Complete Command Reference & Practical Examples

This guide presents a comprehensive, categorized reference of every OpenClaw CLI command, detailing syntax, flags, example usage, and typical scenarios across initialization, gateway control, diagnostics, configuration, model management, channel handling, automation, and advanced operations, enabling users to efficiently manage and extend the platform.

AutomationCLICommand Reference
0 likes · 9 min read
Master OpenClaw CLI: Complete Command Reference & Practical Examples
SpringMeng
SpringMeng
Mar 22, 2026 · Artificial Intelligence

How to Quickly Enable Codex in JetBrains IDEs and Boost Development

The article explains how to integrate OpenAI's Codex into JetBrains IDEs, walks through installation, demonstrates project cloning, environment setup, code refactoring, testing, and highlights additional uses such as documentation and front‑end scaffolding, while offering practical tips for effective AI‑assisted development.

AI assistantAutomationCodex
0 likes · 7 min read
How to Quickly Enable Codex in JetBrains IDEs and Boost Development
DataFunTalk
DataFunTalk
Mar 22, 2026 · Industry Insights

How Healthpeak Turned Commercial Real‑Estate Operations into an AI‑Driven System

The article examines Healthpeak’s digital transformation, detailing how the company replaced fragmented spreadsheets with Palantir’s AI Platform (AIP) by building a four‑layer ontology‑centric architecture that automates billing, enables voice‑driven workflows, and delivers measurable efficiency gains for commercial‑real‑estate management.

AIAutomationOntology
0 likes · 20 min read
How Healthpeak Turned Commercial Real‑Estate Operations into an AI‑Driven System
Shuge Unlimited
Shuge Unlimited
Mar 22, 2026 · Operations

Why OpenClaw Uses Three Install Scripts: Design Philosophy and Practical Guide

The article dissects OpenClaw's cross‑platform installer, explaining why three separate scripts (install.sh, install-cli.sh, install.ps1) are needed, how they detect OS, manage Node.js and Git dependencies, offer npm and git installation modes, support CI/CD automation, and address security and troubleshooting.

AutomationCI/CDCross‑Platform
0 likes · 18 min read
Why OpenClaw Uses Three Install Scripts: Design Philosophy and Practical Guide
SuanNi
SuanNi
Mar 21, 2026 · Industry Insights

Karpathy’s Vision: AI‑Driven Automation, Model Evolution, and the Future of Software

In a high‑density interview on the No Priors podcast, Andrej Karpathy and Sarah Guo explore how AI‑driven automation is reshaping software engineering, the rise of autonomous agents like OpenClaw and Dobby, the limits of current large language models, the promise of specialized models, and the broader societal impact on jobs, open‑source ecosystems, and education.

AIAutomationIndustry Insights
0 likes · 20 min read
Karpathy’s Vision: AI‑Driven Automation, Model Evolution, and the Future of Software
Architect's Journey
Architect's Journey
Mar 21, 2026 · Industry Insights

Will OpenAI’s New Super‑App Replace Programmers?

OpenAI plans to merge ChatGPT, Codex, and Atlas into a single super‑app that can write code, browse the web, and control webpages, prompting a split among developers between panic over job security and excitement about effortless coding, while the broader industry follows with similar AI‑driven initiatives.

AI agentsAutomationChatGPT
0 likes · 3 min read
Will OpenAI’s New Super‑App Replace Programmers?
DeepHub IMBA
DeepHub IMBA
Mar 20, 2026 · Artificial Intelligence

Claude Code Command System Explained: 3 Types, 7 Categories, 50+ Commands

This article provides a comprehensive guide to Claude Code’s command system, covering all slash commands, CLI flags, keyboard shortcuts, hidden features, and practical workflows, showing how to initialize projects, manage context, switch models, control costs, and automate development tasks efficiently.

AI coding assistantAutomationCLI
0 likes · 29 min read
Claude Code Command System Explained: 3 Types, 7 Categories, 50+ Commands
o-ai.tech
o-ai.tech
Mar 20, 2026 · Fundamentals

Essential Guide to Writing CLAUDE.md for Claude Code

This article explains what CLAUDE.md is, why it matters, how to quickly create and trim it, the four mandatory sections, file locations, structuring tricks, and maintenance practices so you can keep project conventions and commands consistently across Claude sessions.

AutomationCLAUDE.mdClaude
0 likes · 4 min read
Essential Guide to Writing CLAUDE.md for Claude Code
AI Step-by-Step
AI Step-by-Step
Mar 19, 2026 · Industry Insights

OpenClaw Reveals How Agents Can Cut Software Usage Costs and Boost Efficiency

The article argues that enterprise software’s biggest bottleneck is not missing features but users’ inability to master complex systems, and demonstrates through OpenClaw how a natural‑language‑driven Agent layer can replace thick manuals with a unified service interface, dramatically reducing training, support, and operational costs.

AgentAutomationCustomer Success
0 likes · 13 min read
OpenClaw Reveals How Agents Can Cut Software Usage Costs and Boost Efficiency
DataFunSummit
DataFunSummit
Mar 19, 2026 · Industry Insights

Why Traditional Data Platforms Fail and How Ontology Delivers Triple‑Digit ROI

The article examines why costly traditional data middle platforms often become data swamps, contrasts them with Palantir's ontology‑based approach that acts like a navigation system, and outlines a three‑layer architecture that turns data into automated business actions, delivering multi‑hundred‑percent ROI.

AutomationBusiness IntelligenceData Architecture
0 likes · 4 min read
Why Traditional Data Platforms Fail and How Ontology Delivers Triple‑Digit ROI
o-ai.tech
o-ai.tech
Mar 19, 2026 · Industry Insights

What the New Human Looks Like in the AGI Era

The article argues that the AI era collapses the old decision‑making paradigm, urging people to become system designers who let AI execute and iterate rapidly, illustrated by examples of independent creators who replace judgment with rule‑based automation and embrace low‑cost, high‑volume experimentation.

AGIAI mindsetAutomation
0 likes · 13 min read
What the New Human Looks Like in the AGI Era
Architect's Ambition
Architect's Ambition
Mar 19, 2026 · Backend Development

10 Advanced Claude Code Techniques That Can Double Your Development Efficiency

The article shares ten advanced Claude Code strategies—including precise prompt templates, incremental code feeding, debugging workflows, full‑stack generation, and ecosystem extensions—that can dramatically boost developers’ productivity, turning a single day's work into three days' output when applied correctly.

AI codingAutomationBackend Development
0 likes · 17 min read
10 Advanced Claude Code Techniques That Can Double Your Development Efficiency
Radish, Keep Going!
Radish, Keep Going!
Mar 18, 2026 · Artificial Intelligence

Mastering Claude Code Skills: 9 Types and 9 Proven Practices

This guide explains what Claude Code Skills are, categorizes nine common skill types with concrete examples, and shares nine practical tips for designing, testing, distributing, and iterating on Skills to maximize their usefulness for AI agents and development teams.

AI agentsAutomationBest Practices
0 likes · 14 min read
Mastering Claude Code Skills: 9 Types and 9 Proven Practices
ShiZhen AI
ShiZhen AI
Mar 18, 2026 · Artificial Intelligence

9 Hard‑Earned Lessons from Anthropic Engineers on Building Claude Code Skills

Anthropic engineers share nine practical lessons from hundreds of Claude Code Skills, covering folder‑based design, nine skill categories, the importance of Gotchas, description as a trigger, giving Claude code, memory handling, flexible hooks, and team distribution strategies.

AI SkillsAnthropicAutomation
0 likes · 14 min read
9 Hard‑Earned Lessons from Anthropic Engineers on Building Claude Code Skills
Qborfy AI
Qborfy AI
Mar 18, 2026 · Artificial Intelligence

Mastering OpenClaw: How to Write Perfect Commands for AI Assistants

This guide explains why the OpenClaw AI often misinterprets vague requests, introduces a four‑element formula for clear commands, categorises three command types, provides step‑by‑step examples, practical tips, templates and troubleshooting methods so users can reliably automate tasks with the assistant.

AI assistantAI promptingAutomation
0 likes · 17 min read
Mastering OpenClaw: How to Write Perfect Commands for AI Assistants
ShiZhen AI
ShiZhen AI
Mar 17, 2026 · Artificial Intelligence

Why Those Who Skip AI Are Quietly Falling Behind

The author argues that AI is not a mere tool but a productivity multiplier that can turn a single person into a “super‑individual,” illustrating this with personal workflow automation and a yoga studio’s transformation, and explains why many fail to benefit due to weak models, unclear use‑cases, and lack of integration into daily work.

AIAutomationCase Study
0 likes · 10 min read
Why Those Who Skip AI Are Quietly Falling Behind
Qborfy AI
Qborfy AI
Mar 17, 2026 · Operations

Install OpenClaw in Minutes: One‑Click Script, npm, and Cloud Options

This step‑by‑step guide shows how to install OpenClaw using five different methods—including the beginner‑friendly one‑click script, npm, macOS client, and cloud deployments on Tencent Cloud and Alibaba Cloud—covers prerequisite checks, API key configuration, service startup, and verification, and provides troubleshooting tips and advanced configuration options.

AIAutomationCloud
0 likes · 30 min read
Install OpenClaw in Minutes: One‑Click Script, npm, and Cloud Options
IT Services Circle
IT Services Circle
Mar 17, 2026 · Artificial Intelligence

How AI Workflows and Agents Transform Automation: From Rigid Rules to Intelligent Decision‑Making

This article explains the distinction and synergy between traditional AI workflows and modern agents, outlines their four‑step processes, showcases practical examples such as intelligent customer service and content generation, and recommends tools for beginners to quickly build AI‑driven applications.

AIAgentAutomation
0 likes · 11 min read
How AI Workflows and Agents Transform Automation: From Rigid Rules to Intelligent Decision‑Making
Golang Shines
Golang Shines
Mar 17, 2026 · Backend Development

10 Elegant Go Development Tools You Should Try

This article curates ten essential Go development tools—including a fast linter, multiple IDEs, a call‑graph visualizer, automation platform, testing generator, and lightweight editors—detailing their key features, performance claims, and usage considerations for Go programmers.

AutomationIDETesting
0 likes · 6 min read
10 Elegant Go Development Tools You Should Try
Black & White Path
Black & White Path
Mar 17, 2026 · Artificial Intelligence

Supercharge OpenClaw with Skills: A Complete Usage Guide

This guide explains what OpenClaw Skills are, why they matter, how to install and enable them, how to create custom Skills, and highlights the curated Awesome-openclaw-skills repository that categorizes thousands of high-quality Skills for AI agents, plus practical tips for combining and optimizing them.

AI AgentAutomationCLI
0 likes · 7 min read
Supercharge OpenClaw with Skills: A Complete Usage Guide
Coder Circle
Coder Circle
Mar 16, 2026 · Artificial Intelligence

OpenClaw: Could This AI Agent Become the Operating System of the AI Era?

OpenClaw aims to turn AI into a true executor that can operate a computer, illustrating how emerging AI agents could reshape software development, automate coding and office tasks, and ultimately become the new operating system for the AI era.

AI agentsAutomationLarge Language Models
0 likes · 9 min read
OpenClaw: Could This AI Agent Become the Operating System of the AI Era?
Tech Minimalism
Tech Minimalism
Mar 16, 2026 · Artificial Intelligence

From Stages to Actions: A Complete Guide to the New AI‑Driven OpenSpec OPSX Workflow

This article explains how OPSX transforms the traditional stage‑based development process into an action‑driven, iterative workflow for AI programming, covering its core concepts, two operation modes, step‑by‑step command usage, custom schema creation, migration tips, best practices, and real‑world examples.

AutomationCustom SchemaOPSX
0 likes · 23 min read
From Stages to Actions: A Complete Guide to the New AI‑Driven OpenSpec OPSX Workflow
AI Architecture Hub
AI Architecture Hub
Mar 16, 2026 · Artificial Intelligence

Why Claude Code Feels Unstable and How to Build a Reliable AI‑Powered Coding Workflow

The article analyses why Claude Code often produces unstable results, explains that it should be treated as a layered agent system rather than a chatbot, and provides concrete best‑practice steps—including context noise reduction, verification‑first design, hierarchical governance, an eight‑step baseline setup, and advanced multi‑session automation—to turn it into a stable engineering collaborator.

AI AgentAutomationClaude Code
0 likes · 21 min read
Why Claude Code Feels Unstable and How to Build a Reliable AI‑Powered Coding Workflow
Test Development Learning Exchange
Test Development Learning Exchange
Mar 15, 2026 · Backend Development

Build an Extensible Python Test Data Factory with Faker and Strategy Pattern

This guide presents a Python‑based, object‑oriented test data factory that leverages the Faker library and the strategy pattern to generate business‑rule‑aware, globally unique, and scenario‑driven data such as users and orders, with support for concurrency safety, extensibility, and future AI‑driven natural‑language commands.

AutomationFakerPython
0 likes · 12 min read
Build an Extensible Python Test Data Factory with Faker and Strategy Pattern
Woodpecker Software Testing
Woodpecker Software Testing
Mar 15, 2026 · Operations

5 Common AI‑CI/CD Pitfalls to Avoid in 2026

In 2026, over 73% of mid‑to‑large tech firms have added AI to their CI/CD pipelines, yet more than half of those projects miss ROI because of five recurring misconceptions that undermine human‑AI collaboration, end‑to‑end impact, model choice, data feedback loops, and observability.

AIAutomationCI/CD
0 likes · 9 min read
5 Common AI‑CI/CD Pitfalls to Avoid in 2026
Pan Zhi's Tech Notes
Pan Zhi's Tech Notes
Mar 15, 2026 · Artificial Intelligence

How to Integrate OpenClaw with Enterprise WeChat Bot for Automatic Message Broadcasting

This guide walks through installing OpenClaw, selecting a cloud model, configuring an Enterprise WeChat robot, and using OpenClaw’s plugins to automatically broadcast identical messages to multiple groups, while highlighting practical tips, observed performance, and cost considerations of the AI‑driven workflow.

AI assistantAutomationEnterprise WeChat
0 likes · 9 min read
How to Integrate OpenClaw with Enterprise WeChat Bot for Automatic Message Broadcasting
AI Step-by-Step
AI Step-by-Step
Mar 15, 2026 · Operations

Step‑by‑Step Guide to Run OpenClaw Locally and Connect It to DingTalk

This article walks through the four‑step process to verify OpenClaw on a local machine—installing via the official script, completing onboarding, configuring a DingTalk channel, and executing a real workspace task—to ensure the entire end‑to‑end workflow functions correctly.

AutomationCLIDingTalk
0 likes · 11 min read
Step‑by‑Step Guide to Run OpenClaw Locally and Connect It to DingTalk
Advanced AI Application Practice
Advanced AI Application Practice
Mar 14, 2026 · Artificial Intelligence

How AI + Fiddler Transforms Software Testing

By training an AI model on normal network traffic, testers can let Fiddler automatically highlight security leaks, API errors, and performance degradation, turning a tedious manual review into a fast, reliable, and intelligent quality‑assurance process.

AIAnomaly DetectionAutomation
0 likes · 5 min read
How AI + Fiddler Transforms Software Testing
o-ai.tech
o-ai.tech
Mar 14, 2026 · Artificial Intelligence

Mastering Codex: Essential Best Practices for Coding Agents

This guide walks beginners through proven habits for using Codex more efficiently across CLI, IDE extensions, and the Codex app, covering prompting, planning, validation, AGENTS.md, MCP integration, skills, automations, configuration, testing, and session management.

AGENTS.mdAI codingAutomation
0 likes · 16 min read
Mastering Codex: Essential Best Practices for Coding Agents
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Mar 13, 2026 · Artificial Intelligence

Why Your AI Agent Feels Stupid and How a Word‑Card Skill Makes It an Expert in 5 Minutes

The article shows that an AI Agent becomes useful only when equipped with Skills, walks through creating a word‑card generation Skill in four steps, demonstrates a high‑vs‑tall example that cuts production time from 45‑85 minutes to 5 minutes, and explains how similar Skills can automate information integration, mining, and output across many domains.

AutomationInformation IntegrationMulti‑agent
0 likes · 11 min read
Why Your AI Agent Feels Stupid and How a Word‑Card Skill Makes It an Expert in 5 Minutes
AI Code to Success
AI Code to Success
Mar 13, 2026 · Operations

How to Automate Your Daily Dev Tasks with Claude Code Hooks

This guide explains how Claude Code Hooks can automatically run git status, dependency checks, linting, testing and other routine commands when you open a project, edit files, commit code, or perform risky operations, turning repetitive manual steps into a smooth, error‑free workflow.

AutomationCLIClaude Code
0 likes · 12 min read
How to Automate Your Daily Dev Tasks with Claude Code Hooks
AI Waka
AI Waka
Mar 13, 2026 · Artificial Intelligence

How Event‑Driven AI Agents Eliminate Manual Skill Calls

This article explains how event‑driven AI agents replace static, manually‑triggered skill lists with deterministic, context‑aware switches, detailing the shortcomings of static references, the architecture of a skill‑switch engine, file‑based activation, additional activation modes, and the resulting productivity gains.

AI agentsAutomationContext Engineering
0 likes · 10 min read
How Event‑Driven AI Agents Eliminate Manual Skill Calls
Qborfy AI
Qborfy AI
Mar 13, 2026 · Artificial Intelligence

How OpenClaw Turns Chat Prompts into Real Actions on Your PC

OpenClaw is an open‑source, locally‑run AI assistant that integrates with QQ, Feishu and WeChat, enabling the system to receive a message, plan a workflow, execute tasks such as email handling, file organization or scheduling, and return the result without ever leaving the user's computer.

AI AgentAI assistantAutomation
0 likes · 13 min read
How OpenClaw Turns Chat Prompts into Real Actions on Your PC
phodal
phodal
Mar 12, 2026 · Information Security

How AI-Generated Code Amplifies Vulnerabilities and What Security Scans Reveal

An in‑depth analysis of Codex Security’s scans shows that AI‑assisted code production doesn’t create new bug types but dramatically speeds up the spread of existing flaws, prompting a shift toward automated, engineering‑driven defenses for large‑scale code generation.

AI securityAutomationVulnerability Management
0 likes · 11 min read
How AI-Generated Code Amplifies Vulnerabilities and What Security Scans Reveal
Code Mala Tang
Code Mala Tang
Mar 12, 2026 · Artificial Intelligence

Getting Started with OpenCode: Terminal‑First AI Coding Assistant

This guide walks you through installing, configuring, and using OpenCode—a terminal‑first, open‑source AI coding agent—covering CLI commands, provider authentication, headless server mode, SDK integration, sample workflows, and a minimal JSONC configuration for seamless AI‑driven development.

AI coding assistantAutomationCLI
0 likes · 11 min read
Getting Started with OpenCode: Terminal‑First AI Coding Assistant
Black & White Path
Black & White Path
Mar 12, 2026 · Information Security

AuthKit: A Burp Suite Plugin for Automated Privilege‑Escalation Detection

AuthKit is a Burp Suite extension that expands a single request into Original, Unauthorized and multiple‑role samples to uncover unauthorized access, horizontal and vertical privilege escalation, and BOLA issues, offering passive capture, right‑click active testing, multi‑identity replay, metric dashboards, diff views, context‑menu integration, and flexible scope controls.

AuthKitAutomationBOLA
0 likes · 3 min read
AuthKit: A Burp Suite Plugin for Automated Privilege‑Escalation Detection
ShiZhen AI
ShiZhen AI
Mar 12, 2026 · Operations

The Lifesaving Backup Trick 99% of OpenClaw Users Miss

This guide shows how to protect your OpenClaw configuration by treating the ~/.openclaw directory as a snapshot, using a private GitHub repository for secure, versioned backups that let you roll back, recover from loss, or migrate to a new machine in minutes.

AutomationGitGitHub
0 likes · 14 min read
The Lifesaving Backup Trick 99% of OpenClaw Users Miss
Node.js Tech Stack
Node.js Tech Stack
Mar 11, 2026 · Artificial Intelligence

Using Big‑Tech Performance Scripts to Push Claude AI into Debugging (3.25)

The open‑source pua plugin applies big‑tech performance‑review language to Claude Code, escalating pressure through four levels that force the AI to abandon lazy tactics, follow a systematic five‑step debugging framework, and ultimately produce more thorough fixes, as demonstrated by a 36% increase in bug‑fix points and a 3.25 rating.

AI ToolingAutomationClaude AI
0 likes · 16 min read
Using Big‑Tech Performance Scripts to Push Claude AI into Debugging (3.25)
AI Explorer
AI Explorer
Mar 11, 2026 · Artificial Intelligence

Unlock Programmatic Access to Google NotebookLM with notebooklm-py

The unofficial notebooklm-py library reverse‑engineers Google’s private NotebookLM API, offering a full Python and CLI interface that enables batch downloads, content export, AI‑agent integration, and automated research workflows, while outlining its architecture, quick‑start steps, suitable users, and the risk of API changes.

AIAutomationCLI
0 likes · 7 min read
Unlock Programmatic Access to Google NotebookLM with notebooklm-py