Code, AI & Everything In Between

Insights on software development, AI automation, 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