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DeTech Engineering Agent (DTAC) auto-generates Siemens TIA Portal PLC programs via conversational interaction. This article analyzes its workflow, a V90 servo control hands-on case, and the value and limits of AI industrial programming.

The DeTech Engineering Agent (DTAC) auto-generates Siemens TIA Portal PLC programs via conversational interaction. This article breaks down its workflow, a hands-on V90 servo control case, and the value and limits of AI industrial programming.

Can selling RL environments be a viable startup? We break down TAM, technical barriers, Scale AI competition, and real niche opportunities in this emerging space.

An in-depth look at how AI Agents empower Siemens TIA Portal PLC programming: project decomposition agents, local RAG knowledge retrieval, and automatic error repair working together to lower the barrier to industrial automation programming.

Immunologist Derya Unutmaz shares how he used OpenAI Codex to build research-grade apps for flow cytometry analysis and CRISPR design, exploring AI-driven digital twins and personalized cancer treatment.

In-depth look at DryFox v0.3.3's three core features: multi-role agent team collaboration, one-click reusable team templates, and block-style composable UI panels. With Stop Hook, file mailbox comms, and hot-reload plugins.

Taiganet.com is simulating the WS4000 industrial control system. This niche project preserves the engineering wisdom from before the PLC and SCADA era. A deep look at the challenges of ICS simulators, knowledge preservation, and reverse engineering in OT security research.

Security research reveals how attackers can abuse Apple's Find My network as a covert exfiltration channel, disguising sensitive data from air-gapped systems as location beacons. A deep dive into the attack chain, stealth advantages, and defense insights.

Real-world test of DeepSeek LLM integrated with EPLAN for automated electrical design: component selection, numbering, wire labeling, terminal assignment, and PLC addressing across multiple circuit types.

A practical guide to integrating DeepSeek V4 Flash with InoProShop for AI-generated PLC code, covering cylinder jitter FB creation, ST code writing, and compilation.

Deep dive into why industrial AI Agents fail: 4 critical strategies covering edge deployment, closed-loop control, rule verification, and safety mechanisms for reliable factory AI systems.

Detailed guide on CODESYS MCP Server architecture, 19 tool capabilities, IDE and AI client configuration, with traffic light and motion control program generation demos.
Industry InsightsShould custom software teams go all-in on LLMs? Through a deep conversation with ChatGPT, we analyze scenario selection, Token costs, and industry fit to provide a rational decision framework for ToB developers.
TutorialsLearn how AI auto-generates Siemens TIA Portal ladder diagrams and HMI interfaces via the Openness API, achieving zero-error import and compilation.
Product ReviewsDeep dive into RuoYi-Vue-Pro: a 37K Star enterprise Java platform built on Spring Boot + MyBatis Plus + Vue, with multi-tenancy, workflows, CRM, ERP, and AI modules.