CareerCareer
Why Learning Should Be a Process, Not an End Goal
A goal you finish ends on a date. A skill you keep needs a plan that continues. Here is how to write…
RB Nov 1 · 5 min
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How to Move from Embedded Linux to Edge AI: What Carries Over and What to Learn First
A practical plan for embedded Linux engineers moving into edge AI: what carries over, what is new, and how to prove a…
RB Oct 28 · 17 min
CareerCareer
Systems Thinking: The Skill That Helps Engineers Grow
Many serious failures happen in systems where every part did what it was designed to do. This post explains how feedback loops…
RB Oct 18 · 11 min
CareerCareer
Why judgment compounds more slowly—and more durably—than tool knowledge
Tool knowledge pays back in the first week but resets with every new version. Judgment pays back more slowly, yet it builds…
RB Oct 4 · 8 min
CareerCareer
AI-Assisted Learning or Avoidance: How to Check Which One You Are Doing
Using an AI assistant can build your skill or replace it, and the two look almost the same from outside. What research…
RB Oct 2 · 7 min
CareerCareer
The Danger of Cargo-Cult Engineering: Why a Correct Fix Can Break Your System
A fix copied from another board or generated by an AI assistant carries its form but not the condition that made it…
RB Sep 25 · 7 min
CareerCareer
When to Mix Topics and When to Study One at a Time
Mixing different problems together and studying one topic at a time train two different things. Which one you need depends on which…
RB Sep 23 · 7 min
CareerCareer
Why Growth Mindset Advice Works for Some Engineers and Not Others
You have been told that ability is not fixed and you can get better with work. You believed it. Very little changed.…
RB Sep 18 · 6 min
CareerCareer
Why You Understand the Topic but Still Cannot Apply It
You follow the tutorial, every step makes sense, and then you cannot start on your own. That gap is not a memory…
RB Sep 14 · 6 min
CareerCareer
Four Levels of Knowing. Most Engineers Misjudge Which One They Are On.
Familiarity, recall, understanding and competence are four different things, and effort spent at the wrong one produces no progress. What fails first…
RB Sep 10 · 12 min
CareerCareer
Ten Years of Work Is Not Ten Years of Experience.
Two engineers with the same years on their CV are often far apart, and talent explains less of it than it appears…
RB Sep 6 · 8 min
CareerCareer
The Code Is Yours. The Understanding Is Not.
A forward-port stalls on a patch nobody can explain. Nothing in the tree is broken — what is missing was never in…
RB Sep 3 · 7 min
CareerCareer
Problem framing: The Engineering Work That Happens Before You Type a Prompt
Prompt wording changes how a model responds. Problem framing decides whether it is answering the right question at all — and the…
RB Sep 2 · 16 min
CareerCareer
Try First or Read First Is a Decision, Not a Temperament
You meet something you do not understand and decide, in about two seconds, whether to read first or try first. That decision…
RB Aug 29 · 8 min
CareerCareer
The Recording Is Not the Problem. Postponing It Is.
Lecture-capture research finds no harm in simply providing recordings. The damage comes from somewhere else: an hour that can always be moved…
RB Aug 23 · 9 min
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