Automation
Why MATLAB Labs Fail Autograders (Even When the Code Runs)
Avoid the common pitfalls that cause 85% of autograder failures in Applied Linear Algebra by mastering formatting and matrix logic.
January 12, 2026⏰3 min read
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Automation
Automation Isn't About Speed — It's About Confidence
Fast automation that breaks trust is worthless. Reliable automation that you can trust is priceless. Here's the shift in mindset.
January 10, 2026⏰2 min read
Automation
Why I Prefer Boring, Reliable Automation Over Flashy AI Demos
AI demos win hackathons. Boring automation wins in production. Here's why I choose boring every time.
January 10, 2026⏰2 min read
Automation
The Role of Constraints in Building Better Automation Tools
Unlimited resources kill focus. Constraints force creativity. Here's why I embrace limits when building tools.
January 10, 2026⏰2 min read
Automation
Why I Document My Projects in Public
Public documentation feels vulnerable. But it's the best forcing function for clarity, quality, and accountability.
January 09, 2026⏰2 min read
Automation
What Building Automation Projects Taught Me About Problem-Solving
Automation isn't just about code. It's about understanding systems, constraints, and humans. Here's what I've learned.
January 08, 2026⏰2 min read