Technical Insights & Publications

Engineering Perspectives & CAD Automation

Deep dives into CAD customization, Teamcenter PLM architecture, mechanical design automation, and lessons learned building industrial software.

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Editor's Choice & Engineering Insight

AAOIFI Shariah Financial Ratio Screening: Mathematical Thresholds and Dividend Purification
Quantitative Finance
9 min read October 1, 2026

AAOIFI Shariah Financial Ratio Screening: Mathematical Thresholds and Dividend Purification

Mathematical formulations and screening algorithms for equity compliance according to AAOIFI Financial Standard No. 21 and No. 59: debt ratios, liquidity caps, and non-permissible income purification.

Md Anamul Hasan

Mechanical & CAD Automation Engineer

Hardening Proxmox VE for Homelabs: Automated Ansible Playbooks, ZFS Health, and Network Segmentation
DevOps & Homelab
11 min read

Hardening Proxmox VE for Homelabs: Automated Ansible Playbooks, ZFS Health, and Network Segmentation

Architecting a resilient, security-hardened self-hosted virtualization node: automated CIS-aligned configuration, ZFS scrub daemons, and VLAN boundary isolation.

#Proxmox #Homelab #Ansible
September 15, 2026Read Article
Hardware NPI Stage-Gate Governance: EVT, DVT, PVT Readiness Verification
Hardware Governance
9 min read

Hardware NPI Stage-Gate Governance: EVT, DVT, PVT Readiness Verification

A structured verification framework for hardware product development: managing design maturity, gate deliverables, DFMEA risk mitigation, and tooling release readiness.

#Hardware Engineering #NPI #Quality Engineering
September 1, 2026Read Article
ISO 281 Bearing Life Calculation (L10h): Formulas, Contamination Factors, and Worked Example
Mechanical Engineering
10 min read

ISO 281 Bearing Life Calculation (L10h): Formulas, Contamination Factors, and Worked Example

A rigorous guide to calculating rolling element bearing basic rating life (L10h) and modified rating life (Lnmh) according to ISO 281:2007 with lubrication and contamination factors.

#ISO 281 #Bearing Life #Machine Design
August 15, 2026Read Article
SolidWorks Automation: Batch Custom Properties, Cut-Lists, and Production Drawings
CAD Automation
8 min read

SolidWorks Automation: Batch Custom Properties, Cut-Lists, and Production Drawings

How to build robust C# and VBA automation tools for SolidWorks assemblies to eliminate manual metadata entry, sync weldment cut-lists, and auto-export drawing packages.

#SolidWorks #CAD Automation #VBA
August 1, 2026Read Article
Sheet Metal K-Factor and Bend Deduction Mathematics in Automated Design
Mechanical Engineering
5 min read

Sheet Metal K-Factor and Bend Deduction Mathematics in Automated Design

Mathematical formulations, empirical bend allowance tables, and automated CAD calculation sheets for precision sheet metal fabrication.

#Sheet Metal #Manufacturing #K-Factor
July 12, 2026Read Article
Architecting Industrial PLM Systems: Teamcenter Data Models & CAD Connectors
PLM Systems
9 min read

Architecting Industrial PLM Systems: Teamcenter Data Models & CAD Connectors

Deep dive into Teamcenter PLM item revisions, BOM synchronizations, and multi-CAD dataset management.

#Teamcenter #PLM #BOM Management
July 1, 2026Read Article
How We Reduced Design Cycle Time by 92% with Siemens NX CAD Automation
CAD Automation
1 min read

How We Reduced Design Cycle Time by 92% with Siemens NX CAD Automation

A comprehensive engineering case study and guide on building robust, headless CAD automation pipelines with Siemens NX Open and .NET.

#Siemens NX #NX Open #C#
June 18, 2026Read Article
Teamcenter Metadata Management Best Practices
PLM / PDM
4 min read

Teamcenter Metadata Management Best Practices

Managing metadata in Teamcenter can quickly become chaotic. Learn three proven best practices to enforce standardization and reduce errors.

#Teamcenter #Metadata #Best Practices
June 13, 2026Read Article
NX Open Automation: A Beginner's Guide for Mechanical Engineers
CAD Automation
6 min read

NX Open Automation: A Beginner’s Guide for Mechanical Engineers

Stop clicking the same 15 buttons. Learn how to leverage the Siemens NX Open API to automate repetitive CAD tasks and save hours.

#Siemens NX #Python #CAD
June 6, 2026Read Article
Leading Distributed Engineering Teams
Engineering Leadership
5 min read

Leading Distributed Engineering Teams

Hardware engineering is traditionally an in-person discipline. Discover strategies for successfully managing global, distributed mechanical design teams.

#Leadership #Management #Agile
May 31, 2026Read Article
PLM vs. PDM: What's the Real Difference?
Digital Transformation
4 min read

PLM vs. PDM: What’s the Real Difference?

Confused by the acronyms? Understand the fundamental differences between Product Data Management and Product Lifecycle Management.

#PLM #PDM #Strategy
May 24, 2026Read Article
Technical Publications

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Practical CAD automation guides, PLM architecture patterns, and free engineering reference charts delivered quarterly.