Ramu Gopal·4d agoCAD Automation Is Moving Beyond Commands — It Is Learning to Prove the ResultFour developments from 26 October–2 November 2026 show where engineering automation is heading next
Olaoluwa May·Oct 22Orchestrating Automation Under Constraint: Scripting Bash Lifecycle Tasks Around PAM Restrictions…In modern DevOps, Systems Administration, and Managed Service Provider (MSP) ecosystems, manual intervention is the ultimate enemy of…
Ramu Gopal·Oct 12One API Call Can Upgrade FeatureScript Dependencies — Why You Should Not Commit ImmediatelyOnshape 1.222 introduces API-controlled standard-library migration. The real engineering challenge is not replacing the dependency — it is…
Sriramyav·Oct 8Can AI Understand What a Requirement Actually Means for Testing?I was thinking about this recently - when we give AI a requirement, does it really understand what we need to test, or is it just turning…
Ramu Gopal·Sep 7Onshape CAD Automation: From API Calls to Validation-First Engineering WorkflowsHow REST APIs, FeatureScript and Webhooks can turn cloud CAD data into connected engineering automation.
Ramu Gopal·Jul 30Validation-First CAD Automation: Why Engineering Release Needs Two Gates?Generating the files is only half the job. A reliable automation system must validate engineering intent before execution and package…
Ramu Gopal·Apr 9Why Learning SOLIDWORKS API Functions Matters More Than Recording MacrosMost engineers begin their SOLIDWORKS automation journey with recorded macros.
QuarkAndCode·Mar 9Lab Automation Explained: Engineering, Workflow Integration & Data Automation in Modern LabsA robot gets the samples ready, an analyzer works through the night, and the next morning, a scientist finds a folder filled with results.
InTest Automation MasterbyOsanda Deshan Nimalarathna·Mar 1My Engineering Manager asked for a test coverage dashboard. Here’s what I builtAutomation test coverage report with GitHub Actions and GitHub PagesA response icon3A response icon3
Kadir Can Çakan·Feb 16Part 3 — Automation Engineering Is Not a Seniority UpgradeThere is a common misunderstanding.
