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Technical debt as a decision vs rot.
  • Dr. Ingrid Falk-Weller
  • May 22, 2026
  • (0)
  • Software Engineering

Debt Taken Knowingly Is Strategy, Taken Blindly Is Rot

I remember sitting in a windowless server room five years ago, listening to the rhythmic, mechanical click of a cooling fan that sounded suspiciously like a death rattle. We were staring at a codebase that had become a labyrinth of…

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Refactoring safely ensures behavior remains unchanged.
  • Dr. Ingrid Falk-Weller
  • May 14, 2026
  • (0)
  • Software Engineering

Refactoring Means Behaviour Does Not Change, or It Is Not Refactoring

I remember sitting in a windowless server room three years ago, watching a junior engineer attempt to “clean up” a critical path in our distributed consensus module. He had followed a textbook pattern to the letter, yet within twenty minutes,…

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Understanding test coverage and its limits.
  • Dr. Ingrid Falk-Weller
  • May 4, 2026
  • (0)
  • Software Engineering

Coverage Measures Execution, Not Verification

I remember sitting in a windowless war room three years ago, staring at a dashboard that proudly displayed 98% code coverage while our distributed consensus module was actively melting down in production. We had hit every line, every branch, and…

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Automated property based testing for counterexamples.
  • Dr. Ingrid Falk-Weller
  • May 1, 2026
  • (0)
  • Software Engineering

Describe the Rule and Let the Machine Find the Counterexample

I remember sitting in a windowless server room three years ago, watching a distributed consensus module fail for the fourteenth time that hour. I had written hundreds of unit tests, each one passing with a satisfying green checkmark, yet the…

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Using test doubles and mocks correctly.
  • Dr. Ingrid Falk-Weller
  • April 24, 2026
  • (0)
  • Software Engineering

Mocking Your Own Logic Tests Nothing but the Mock

I remember sitting in a windowless lab during my postdoc, staring at a test suite that took forty minutes to run because every single unit test was trying to establish a real connection to a distributed database. I was chasing…

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Unit versus integration tests for bug detection.
  • Dr. Ingrid Falk-Weller
  • April 14, 2026
  • (0)
  • Software Engineering

Fast Tests Find Bugs, Slow Tests Find Misunderstandings

I spent three months in a research lab once building a distributed consensus module that passed every single one of its local checks with flying colors. I felt invincible, right up until the moment we deployed it to a real…

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Designing for testability improves software changeability.
  • Dr. Ingrid Falk-Weller
  • April 12, 2026
  • (0)
  • Software Engineering

Hard to Test Usually Means Hard to Change

I remember sitting in a dimly lit server room during my second year in industry, staring at a distributed state machine that had just deadlocked, and realizing that our entire testing suite was essentially just a collection of “hopeful” integration…

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Defensive programming limits in input validation.
  • Dr. Ingrid Falk-Weller
  • April 5, 2026
  • (0)
  • Software Engineering

Validating the Same Input Five Times Hides Where It Should Happen

I remember sitting in a windowless server room three years ago, staring at a distributed trace that looked more like a bowl of tangled spaghetti than a logical execution flow. We had spent months layering every possible null check, bounds…

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Understanding exceptions versus return codes.
  • Dr. Ingrid Falk-Weller
  • March 24, 2026
  • (0)
  • Software Engineering

Both Work, Mixing Them Does Not

I remember sitting in a windowless server room during my first industry role, staring at a thousand-line function that was doing nothing but passing integer error constants up a massive call stack. Every single line was a `if (err !=…

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Error handling strategies in software development.
  • Dr. Ingrid Falk-Weller
  • March 18, 2026
  • (0)
  • Software Engineering

Errors Are Values, Not Interruptions

I still remember the smell of ozone and burnt dust from a server rack in a basement lab during my postdoc, right after a “robust” distributed system I’d helped design decided to enter a death spiral. We had implemented every…

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