Code, CAD & Everything In Between

Insights on AutoCAD automation, software development, and technical consulting.

Software Development

Technical illustration of interconnected calendar grids and optimization nodes Software Development

How AI Is Streamlining Company Scheduling and Operations

See how AI and algorithmic optimization can automate employee scheduling, resource allocation, and day-to-day company operations.

Athanasios Konstantis Athanasios Konstantis · Apr 6, 2026
Technical illustration of documents being scanned and parsed into structured data fields Software Development

Automating Data Entry With AI: End the Copy-Paste Grind

AI-powered data entry eliminates hours of manual work. Learn how OCR, document classification, and intelligent extraction actually work.

Athanasios Konstantis Athanasios Konstantis · Apr 6, 2026
Technical illustration of support tickets being sorted through an AI classification pipeline Software Development

AI Customer Support Triage: Faster Tickets, Happier Teams

AI-driven ticket triage routes issues faster, cuts response times, and frees your support team for work that actually needs a human.

Athanasios Konstantis Athanasios Konstantis · Apr 6, 2026
Technical illustration of a balance scale weighing code quality against development velocity Software Development

Technical Debt Is a Feature: How to Budget for It Without Killing Velocity

Technical debt is not a failure. It is a tradeoff. Here is how to budget for it, prioritize what to fix, and stop letting it silently kill your velocity.

Stefan Milanovic Stefan Milanovic · Apr 1, 2026
Technical illustration of a code editor connected to an AI circuit diagram Software Development

How AI Tools Are Changing Software Development (And What They Can't Do)

A grounded take on AI-assisted development in 2026. What actually works, what does not, and what it means for teams planning software projects.

Stefan Milanovic Stefan Milanovic · Apr 1, 2026
Technical diagram of a legacy system being decomposed into modular components Software Development

How to Evaluate Your Legacy Codebase Before a Rewrite

Not sure whether to refactor or rewrite? Here is a practical evaluation framework for making the call and avoiding the most expensive mistake in software.

Stefan Milanovic Stefan Milanovic · Apr 1, 2026
Professional team meeting with software architecture diagrams on screen Software Development

When to Hire a Software Development Consultant

Your team is stretched thin and the deadline is real. Here are the signs it's time to bring in outside help, what to look for, and how the engagement works.

Stefan Milanovic Stefan Milanovic · Mar 24, 2026

AutoCAD

AutoCAD drafting workspace with multiple sheet layouts and title blocks AutoCAD

AutoCAD Sheet Setup Takes Too Long

Creating each sheet requires 10-15 manual steps. Here's exactly how much time that costs and what automation looks like.

Branislav Milanovic Branislav Milanovic · Mar 26, 2026
AutoCAD sheet set manager with automated workflow arrows connecting organized layouts AutoCAD

Automate AutoCAD Sheet Sets: A Guide

Sheet Set Manager organizes layouts but can't create them. Learn what full automation looks like for AutoCAD sheet generation.

Branislav Milanovic Branislav Milanovic · Mar 26, 2026
AutoCAD title block with red error highlights on revision numbers and mismatched fields AutoCAD

Title Block Errors in AutoCAD Drawings

Wrong revision numbers, mismatched project info, inconsistent fields. Common AutoCAD title block errors and how to prevent them.

Branislav Milanovic Branislav Milanovic · Mar 26, 2026
Split comparison of manual drafting versus automated digital sheet generation AutoCAD

Manual vs Automated Drawing Sheets

Side-by-side comparison of manual and automated AutoCAD sheet creation. See the speed, error rate, and consistency differences.

Branislav Milanovic Branislav Milanovic · Mar 26, 2026
AutoCAD paper space with multiple viewports at different scale factors AutoCAD

AutoCAD Viewport Scaling Explained

AutoCAD viewport scaling doesn't have to be confusing. Learn how viewport scales work, common mistakes, and auto-fit best practices.

Branislav Milanovic Branislav Milanovic · Mar 26, 2026
Automated quality control scanning tools inspecting a technical drawing AutoCAD

CAD Manager's Guide to Drawing Quality Control

You set the standards, wrote the manual, and nobody follows it. Build a scalable QC workflow with automated layer auditing and gap detection.

Branislav Milanovic Branislav Milanovic · Mar 19, 2026
Before and after comparison of a messy vendor drawing versus a clean normalized drawing AutoCAD

How to Clean Up Vendor AutoCAD Drawings Fast

You receive 15 DWGs from a subcontractor and every one is a mess. A practical cleanup checklist plus automated tools that normalize drawings in seconds.

Branislav Milanovic Branislav Milanovic · Mar 14, 2026
Technical drawing with quality check overlay showing checkmarks and warnings AutoCAD

AutoCAD Drawing QA Checklist Before Submittal

A drawing that leaves your office with errors comes back costing double the time. The complete QA checklist that catches problems before they leave.

Branislav Milanovic Branislav Milanovic · Mar 10, 2026
CNC toolpath breaking at gap points with warning indicators on a metal plate AutoCAD

AutoCAD Gaps That Break CNC Toolpaths

The toolpath breaks, the laser head lifts, and you get a witness mark on the part. All because of a gap you can't see. Learn the 6 gap types that cause CNC problems.

Branislav Milanovic Branislav Milanovic · Mar 3, 2026
CNC laser cutter cutting dimension text into a sheet metal part AutoCAD

How Bad AutoCAD Layers Cause Laser Cutting Errors

The call from the shop floor nobody wants: the laser just cut your dimension text into the part. How layer mistakes become costly physical errors.

Branislav Milanovic Branislav Milanovic · Feb 24, 2026
CAD polyline boundary with a gap at one vertex highlighted by a magnifier AutoCAD

How to Find and Close Open Polylines in AutoCAD

PEDIT JOIN selected 47 of 48 segments. One gap is hiding somewhere. Stop zooming to every vertex and learn how to find the hidden gap automatically.

Branislav Milanovic Branislav Milanovic · Feb 14, 2026
Technical drawing with color-coded layer standards for manufacturing AutoCAD

AutoCAD Layer Standards for Manufacturing

Layer standards are the foundation of a reliable CAD workflow. Learn naming conventions, color assignments, and how to enforce them across your team.

Branislav Milanovic Branislav Milanovic · Feb 6, 2026
Magnifying glass revealing a microscopic gap between two line endpoints in a CAD drawing AutoCAD

AutoCAD Micro-Gaps: The Invisible Drawing Error

Everything looks connected but AutoCAD says the boundary is open. Micro-gaps are invisible to the eye but cause hatch failures, join errors, and broken toolpaths.

Branislav Milanovic Branislav Milanovic · Jan 29, 2026
AutoCAD workspace showing color-coded layers separated into distinct planes AutoCAD

Why Is Everything on Layer 0 in AutoCAD?

You open a vendor DWG and everything is dumped on Layer 0. Why it happens, why it matters for manufacturing, and how to fix it without hours of manual cleanup.

Branislav Milanovic Branislav Milanovic · Jan 17, 2026
CAD drawing showing a hatch pattern leaking through a gap in the boundary AutoCAD

Why Won't My AutoCAD Hatch Work? Fix It Fast

You select the boundary, hit hatch, and nothing happens. It's almost always a gap in your boundary. Learn how to find invisible gaps and fix them in seconds.

Branislav Milanovic Branislav Milanovic · Jan 8, 2026