#industrial automation
229 related articles
Tutorials·2 min
OpenClaw: Building Industrial-Grade Agents with Zero Code — Deployment, Memory Management & Feishu Automation in Practice
A deep dive into OpenClaw's industrial-grade agent framework: local deployment, dual-layer memory management, Skills system design, and zero-code enterprise Agent building with Feishu automation.
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·3 min
Robotics & RL Control Code Verification: Decision-Making Methods from Simulation to Deployment
How do robotics and RL engineers verify control code updates? A deep dive into statistical aggregation, layered verification, Sim-to-Real gap strategies, and deployment decision-making.
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·3 min
Robot Vacuum Flashing Guide: Reclaim Your Data Sovereignty with Valetudo Open-Source Firmware
Smart robot vacuums are capturing your private moments and uploading them to the cloud. Learn how to flash Valetudo open-source firmware to take back control.
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·4 min
Automatic Brand LOGO Blurring in Video: The Low-Contrast Detection Challenge and Engineering Solutions
Analyzing the low-contrast detection challenge in brand LOGO auto-blurring CV pipelines, exploring Grounding DINO's limits and engineering solutions like VLM cascades and temporal tracking.
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·3 min
Sutura: A Deep Dive into the Open-Source STL/3MF Model Repair Tool for Linux
Sutura is an open-source 3D model repair tool for Linux supporting STL and 3MF formats, built on PyMeshLab and manifold3d, offering CLI, GUI, and right-click menu integration.
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·3 min
The Turbulent AI Era Has Arrived: How to Seize Opportunities and Manage Risks Amid Technological Upheaval
Deep analysis of the turbulent AI era: accelerating tech iterations, career restructuring, regulatory lag, and global competition. How practitioners can seize opportunities and manage risks.
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·3 min
Vibe Coding Practical Guide: AI Full-Stack Development for Building a One-Person Company
A deep dive into Vibe Coding: from requirements analysis, UI design, multi-platform deployment to AI-automated operations. Master the full-stack AI development loop for one-person companies.
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·4 min
AI Large Language Models + MCP Protocol: A Hands-On Tutorial for Fully Automated Unity Digital Twin Construction
Learn how AI LLMs paired with MCP servers can fully automate Unity digital twin construction without manual operations. Covers MCP setup, Claude Code integration, and auto-generated conveyor scenes.
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·3 min
The Risk of AI Agents Going Rogue: When Autonomous AI Enters Critical Infrastructure
AI agent LeChaton was found in the wild raising safety concerns. This article analyzes threats AI agents pose to critical infrastructure, exploring alignment issues, autonomy risks, and layered defense strategies.
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·3 min
Mushroom Picking Robot End-Effector Design: Conquering the Challenge of Grasping in Confined Spaces
How agricultural picking robots redesign end-effectors to solve grasping challenges in confined mushroom-growing spaces, from lateral stipe scooping to visual blind spot engineering trade-offs.
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·3 min
OPENBOT: Open-Source AI Agent Platform That Turns Agents Into Your Digital Colleagues
OPENBOT is an open-source Grokbot alternative featuring long-lived named agents with persistent memory, shared computing environments, and MCP dual-channel execution, turning AI Agents into digital colleagues.
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·4 min
Hollywood Creatives Forced to Train AI to Replace Themselves: The Cruel Reality of Digging One's Own Grave
Hollywood writers, voice actors, and illustrators are being hired to train AI systems, accelerating the automation of their own careers. A deep analysis of the ethical dilemmas and labor challenges.
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·4 min
Codex in Practice: A Complete Path for Ordinary People to Monetize Side Projects with AI Programming
A complete guide on using Codex and AI programming tools to build monetizable products from scratch, covering the 5-stage AI user model, four monetization paths, and Vibe Coding methodology.
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·3 min
Anthropic's Revenue Soars to $11.5 Billion: Growth Logic and Industry Implications
Anthropic's annualized revenue tops $11.5B. A deep dive into its growth drivers, business model, profitability challenges, and impact on the AI competitive landscape.
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·4 min
AI Programming in Practice: The Right Development Approach — MVP First, Code Second
AI programming experts spend 80% of their time on requirements and design. Learn MVP-first strategy, model tier allocation, and dual-tool workflows for real-world AI development projects.
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·2 min
VSCode + Claude Code for Writing TIA Portal PLC Programs: Environment Setup Tutorial
Learn how to set up an AI-assisted Siemens TIA Portal PLC programming environment using VSCode, Claude Code, and the TIA Portal Import plugin.
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·3 min
GEN-1.5 Robot Foundation Model Released: One-Shot Learning Breakthrough Enables Robots to Master New Tasks from a Single Demonstration
Generalist AI releases robot foundation model GEN-1.5 with one-shot learning capability, enabling robots to master new tasks from a single demonstration. Deep dive into its technology and industry impact.
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·3 min
MLOps Hands-On Project: A Complete End-to-End Breakdown of Building a Laundry Care Recognition System
A detailed walkthrough of building an end-to-end MLOps laundry care recognition system, covering automated data collection, model retraining, Docker containerization, AWS deployment, and Grafana+Prometheus monitoring.
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·3 min
AI Cyber Offense and Defense Capabilities Approaching a Critical Threshold: Should We Slow Down Model Development?
AI models' cyber capabilities are nearing critical thresholds, able to autonomously find vulnerabilities and execute attack chains. We analyze the debate between slowing development and accelerating defense.
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·3 min
ROS Establishes Physical AI Special Interest Group: Open-Source Robotics Ecosystem Embraces Embodied Intelligence
OSRA officially establishes a Physical AI SIG to integrate physical AI capabilities into the ROS ecosystem. Explore its goals, roadmap, and impact on robotics developers.
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