What I've Learned
Practical insights from building products, scaling teams, and embracing AI
Prompt Engineering vs Prompt Guessing: Why One Gets Reliable Results
Most people think they're prompt engineering. They're not. Without context, guidelines, and goals, you're just prompt guessing. Here's why that matters, and when guessing is actually the right move.
Travis Sutphin
Principal engineer. 25+ years building software.
To Think or Not to Think: When to Use AI's Thinking Mode
That 'Thinking' toggle in your AI chat? YouTube says always leave it ON. But here's what they don't tell you: sometimes you need Shakespeare, sometimes you just need blue buttons.
Travis Sutphin
Principal engineer. 25+ years building software.
Documentation Debt: The Hidden Cost of Disorganized Knowledge
When your team can't find the docs they need, you're paying interest on documentation debt. Here's how we fixed ours—and saved 80% of our discovery time.
Travis Sutphin
Principal engineer. 25+ years building software.
Vibe Coding for Beginners: 5 Do's and 5 Don'ts That'll Save Your Sanity
Master AI-assisted coding with these 5 essential do's and don'ts. Learn to harness tools like My Favority Tool Claude Code or Cursor, Replit, and GitHub Copilot without creating digital disasters—from rapid prototyping to production-ready code.
Travis Sutphin
Principal engineer. 25+ years building software.
The Hidden Cost of 'Vibe Coding' with AI: Why Planning Still Matters
Building fast with AI feels amazing until reality hits. Learn why letting AI document its own work creates consistent, maintainable systems that scale from 0% to 100%.
Travis Sutphin
Principal engineer. 25+ years building software.
The AI Speed Trap: Why Moving Fast Without Systems Breaks Everything
AI doesn't solve chaos, it amplifies it. Learn how to use AI not just to go faster, but to go faster correctly with sustainable systems.
Travis Sutphin
Principal engineer. 25+ years building software.
How We Do Anything Is How We Do Everything
Project management isn't confined to work. Your personal habits build the foundation for professional excellence. Here's how small disciplines create big results.
Travis Sutphin
Principal engineer. 25+ years building software.
Standard Naming Conventions: Stop the File Chaos
Ever wasted 20 minutes looking for 'presentation_final_FINAL_v2_updated.pptx'? Here's how standardized naming conventions save time, prevent errors, and restore sanity.
Travis Sutphin
Principal engineer. 25+ years building software.
Recurring Tasks: Best Practices That Actually Work
Recurring tasks can keep your team on track or create chaos. Here's how to use them wisely with real-world examples of what works and what doesn't.
Travis Sutphin
Principal engineer. 25+ years building software.
12 Agile Principles That Actually Work in Real Projects
The Agile Manifesto isn't just theory. Here's how the 12 principles translate into real-world project success, with practical examples from the trenches.
Travis Sutphin
Principal engineer. 25+ years building software.
Learn by Reading, Master by Doing: The 3-Stage Learning Framework
Reading gives you knowledge. Doing gives you mastery. Here's the proven 3-stage framework I use to transform theoretical concepts into real-world expertise.
Travis Sutphin
Principal engineer. 25+ years building software.
Stop Firefighting Mondays: The 30-Minute CEO Framework That Transforms Your Week
Why Mondays feel like chaos and how 30 minutes of 'CEO mode' can transform your entire week from reactive firefighting to strategic execution.
Travis Sutphin
Principal engineer. 25+ years building software.